From 2504f51da76f256298a50ee27ee09341a3594670 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Wed, 3 Dec 2025 13:40:53 -0600 Subject: [PATCH 01/29] Added iceberg metrics to be exposed in /metrics REST API call. --- .../com/altinity/ice/rest/catalog/Main.java | 43 +- .../metrics/PrometheusMetricsReporter.java | 546 ++++++++++++++++++ .../internal/rest/RESTCatalogAdapter.java | 18 +- 3 files changed, 595 insertions(+), 12 deletions(-) create mode 100644 ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/Main.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/Main.java index c842705..fc07a28 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/Main.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/Main.java @@ -27,6 +27,7 @@ import com.altinity.ice.rest.catalog.internal.maintenance.ManifestCompaction; import com.altinity.ice.rest.catalog.internal.maintenance.OrphanCleanup; import com.altinity.ice.rest.catalog.internal.maintenance.SnapshotCleanup; +import com.altinity.ice.rest.catalog.internal.metrics.PrometheusMetricsReporter; import com.altinity.ice.rest.catalog.internal.rest.RESTCatalogAdapter; import com.altinity.ice.rest.catalog.internal.rest.RESTCatalogAuthorizationHandler; import com.altinity.ice.rest.catalog.internal.rest.RESTCatalogHandler; @@ -202,8 +203,13 @@ void performMaintenance( } private static Server createServer( - String host, int port, Catalog catalog, Config config, Map icebergConfig) { - var s = createBaseServer(catalog, config, icebergConfig, true); + String host, + int port, + Catalog catalog, + Config config, + Map icebergConfig, + PrometheusMetricsReporter metricsReporter) { + var s = createBaseServer(catalog, config, icebergConfig, true, metricsReporter); ServerConnector connector = new ServerConnector(s); connector.setHost(host); connector.setPort(port); @@ -212,8 +218,13 @@ private static Server createServer( } private static Server createAdminServer( - String host, int port, Catalog catalog, Config config, Map icebergConfig) { - var s = createBaseServer(catalog, config, icebergConfig, false); + String host, + int port, + Catalog catalog, + Config config, + Map icebergConfig, + PrometheusMetricsReporter metricsReporter) { + var s = createBaseServer(catalog, config, icebergConfig, false, metricsReporter); ServerConnector connector = new ServerConnector(s); connector.setHost(host); connector.setPort(port); @@ -222,7 +233,11 @@ private static Server createAdminServer( } private static Server createBaseServer( - Catalog catalog, Config config, Map icebergConfig, boolean requireAuth) { + Catalog catalog, + Config config, + Map icebergConfig, + boolean requireAuth, + PrometheusMetricsReporter metricsReporter) { var mux = new ServletContextHandler(ServletContextHandler.NO_SESSIONS); mux.insertHandler(new GzipHandler()); // TODO: RequestLogHandler @@ -237,7 +252,7 @@ private static Server createBaseServer( if (requireAuth) { mux.insertHandler(createAuthorizationHandler(config.bearerTokens(), config)); - restCatalogAdapter = new RESTCatalogAdapter(catalog); + restCatalogAdapter = new RESTCatalogAdapter(catalog, metricsReporter); var globalConfig = config.toIcebergConfigDefaults(); if (!globalConfig.isEmpty()) { restCatalogAdapter = new RESTCatalogMiddlewareConfig(restCatalogAdapter, globalConfig); @@ -257,7 +272,7 @@ private static Server createBaseServer( new RESTCatalogMiddlewareCredentials(restCatalogAdapter, auth), auth); } } else { - restCatalogAdapter = new RESTCatalogAdapter(catalog); + restCatalogAdapter = new RESTCatalogAdapter(catalog, metricsReporter); var globalConfig = config.toIcebergConfigDefaults(); if (!globalConfig.isEmpty()) { restCatalogAdapter = new RESTCatalogMiddlewareConfig(restCatalogAdapter, globalConfig); @@ -401,6 +416,9 @@ public Integer call() throws Exception { logger.info("Catalog maintenance disabled (no maintenance schedule specified)"); } + // Initialize Iceberg metrics reporter for Prometheus (singleton) + PrometheusMetricsReporter metricsReporter = PrometheusMetricsReporter.getInstance(); + // TODO: ensure all http handlers are hooked in JvmMetrics.builder().register(); @@ -414,14 +432,21 @@ public Integer call() throws Exception { adminHostAndPort.getPort(), catalog, config, - icebergConfig); + icebergConfig, + metricsReporter); adminServer.start(); logger.warn("Serving admin endpoint at http://{}/v1/{config,*}", adminHostAndPort); } HostAndPort hostAndPort = HostAndPort.fromString(config.addr()); Server httpServer = - createServer(hostAndPort.getHost(), hostAndPort.getPort(), catalog, config, icebergConfig); + createServer( + hostAndPort.getHost(), + hostAndPort.getPort(), + catalog, + config, + icebergConfig, + metricsReporter); httpServer.start(); logger.info("Serving http://{}/v1/{config,*}", hostAndPort); diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java new file mode 100644 index 0000000..557623e --- /dev/null +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java @@ -0,0 +1,546 @@ +/* + * Copyright (c) 2025 Altinity Inc and/or its affiliates. All rights reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + */ +package com.altinity.ice.rest.catalog.internal.metrics; + +import io.prometheus.metrics.core.datapoints.DistributionDataPoint; +import io.prometheus.metrics.core.metrics.Counter; +import io.prometheus.metrics.core.metrics.Histogram; +import java.util.Arrays; +import java.util.concurrent.TimeUnit; +import org.apache.iceberg.metrics.CommitReport; +import org.apache.iceberg.metrics.MetricsReport; +import org.apache.iceberg.metrics.ScanReport; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** + * A Prometheus-based metrics reporter for Iceberg operations. This reporter exposes Iceberg scan + * and commit metrics via Prometheus, making them available at the /metrics endpoint. + * + *

This class uses a singleton pattern because Prometheus metrics can only be registered once per + * JVM. + * + *

All duration metrics use Histograms instead of Summaries to allow aggregation across multiple + * instances in distributed deployments. + */ +public class PrometheusMetricsReporter { + + private static final Logger logger = LoggerFactory.getLogger(PrometheusMetricsReporter.class); + + // Singleton instance + private static volatile PrometheusMetricsReporter instance; + private static final Object lock = new Object(); + + // Common label names + private static final String[] SCAN_LABELS = {"catalog", "namespace", "table"}; + private static final String[] COMMIT_LABELS = {"catalog", "namespace", "table", "operation"}; + + // Duration histogram buckets (in seconds) - suitable for typical Iceberg operations + private static final double[] DURATION_BUCKETS = { + 0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1, 2.5, 5, 10, 30, 60 + }; + + // Scan metrics counters + private final Counter scansTotal; + private final Counter scanResultDataFiles; + private final Counter scanResultDeleteFiles; + private final Counter scanIndexedDeleteFiles; + private final Counter scanPositionalDeleteFiles; + private final Counter scanEqualityDeleteFiles; + private final Counter scanTotalDataManifests; + private final Counter scanTotalDeleteManifests; + private final Counter scanScannedDataManifests; + private final Counter scanSkippedDataManifests; + private final Counter scanTotalFileSizeBytes; + private final Counter scanTotalDeleteFileSizeBytes; + + // Scan timing metrics (Histogram for aggregation across instances) + private final Histogram scanPlanningDuration; + private final Histogram scanDataFilesPerScan; + + // Commit metrics counters + private final Counter commitsTotal; + private final Counter commitAddedDataFiles; + private final Counter commitRemovedDataFiles; + private final Counter commitAddedDeleteFiles; + private final Counter commitRemovedDeleteFiles; + private final Counter commitAddedRecords; + private final Counter commitRemovedRecords; + private final Counter commitAddedEqualityDeletes; + private final Counter commitTotalFilesSizeBytes; + + // Commit timing metrics (Histogram for aggregation across instances) + private final Histogram commitDuration; + + // Error counter + private final Counter metricsReportErrors; + + // Info metric to confirm reporter is active + private final Counter metricsReporterInfo; + + /** Returns the singleton instance of the metrics reporter. */ + public static PrometheusMetricsReporter getInstance() { + if (instance == null) { + synchronized (lock) { + if (instance == null) { + instance = new PrometheusMetricsReporter(); + } + } + } + return instance; + } + + private PrometheusMetricsReporter() { + // Info metric - incremented once to confirm reporter is active and visible in /metrics + this.metricsReporterInfo = + Counter.builder() + .name("iceberg_metrics_reporter_info") + .help("Iceberg metrics reporter info (value 1 means reporter is active)") + .register(); + this.metricsReporterInfo.inc(); // Make it visible immediately + + // Error counter + this.metricsReportErrors = + Counter.builder() + .name("iceberg_metrics_report_errors_total") + .help("Total number of errors while processing metrics reports") + .labelNames("type") + .register(); + + // Scan metrics + this.scansTotal = + Counter.builder() + .name("iceberg_scans_total") + .help("Total number of Iceberg table scans") + .labelNames(SCAN_LABELS) + .register(); + + this.scanResultDataFiles = + Counter.builder() + .name("iceberg_scan_result_data_files_total") + .help("Total number of data files in scan results") + .labelNames(SCAN_LABELS) + .register(); + + this.scanResultDeleteFiles = + Counter.builder() + .name("iceberg_scan_result_delete_files_total") + .help("Total number of delete files in scan results") + .labelNames(SCAN_LABELS) + .register(); + + this.scanIndexedDeleteFiles = + Counter.builder() + .name("iceberg_scan_indexed_delete_files_total") + .help("Total number of indexed delete files in scan results") + .labelNames(SCAN_LABELS) + .register(); + + this.scanPositionalDeleteFiles = + Counter.builder() + .name("iceberg_scan_positional_delete_files_total") + .help("Total number of positional delete files in scan results") + .labelNames(SCAN_LABELS) + .register(); + + this.scanEqualityDeleteFiles = + Counter.builder() + .name("iceberg_scan_equality_delete_files_total") + .help("Total number of equality delete files in scan results") + .labelNames(SCAN_LABELS) + .register(); + + this.scanTotalDataManifests = + Counter.builder() + .name("iceberg_scan_total_data_manifests") + .help("Total number of data manifests considered during scans") + .labelNames(SCAN_LABELS) + .register(); + + this.scanTotalDeleteManifests = + Counter.builder() + .name("iceberg_scan_total_delete_manifests") + .help("Total number of delete manifests considered during scans") + .labelNames(SCAN_LABELS) + .register(); + + this.scanScannedDataManifests = + Counter.builder() + .name("iceberg_scan_scanned_data_manifests") + .help("Total number of data manifests actually scanned") + .labelNames(SCAN_LABELS) + .register(); + + this.scanSkippedDataManifests = + Counter.builder() + .name("iceberg_scan_skipped_data_manifests") + .help("Total number of data manifests skipped during scans") + .labelNames(SCAN_LABELS) + .register(); + + this.scanTotalFileSizeBytes = + Counter.builder() + .name("iceberg_scan_total_file_size_bytes") + .help("Total file size in bytes for scanned data files") + .labelNames(SCAN_LABELS) + .register(); + + this.scanTotalDeleteFileSizeBytes = + Counter.builder() + .name("iceberg_scan_total_delete_file_size_bytes") + .help("Total file size in bytes for scanned delete files") + .labelNames(SCAN_LABELS) + .register(); + + // Scan timing - using Histogram for aggregation across instances + this.scanPlanningDuration = + Histogram.builder() + .name("iceberg_scan_planning_duration_seconds") + .help("Duration of scan planning in seconds") + .labelNames(SCAN_LABELS) + .classicUpperBounds(DURATION_BUCKETS) + .register(); + + this.scanDataFilesPerScan = + Histogram.builder() + .name("iceberg_scan_data_files_per_scan") + .help("Distribution of data files per scan") + .labelNames(SCAN_LABELS) + .classicExponentialUpperBounds(1, 2, 10) + .register(); + + // Commit metrics + this.commitsTotal = + Counter.builder() + .name("iceberg_commits_total") + .help("Total number of Iceberg table commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitAddedDataFiles = + Counter.builder() + .name("iceberg_commit_added_data_files_total") + .help("Total number of data files added in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitRemovedDataFiles = + Counter.builder() + .name("iceberg_commit_removed_data_files_total") + .help("Total number of data files removed in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitAddedDeleteFiles = + Counter.builder() + .name("iceberg_commit_added_delete_files_total") + .help("Total number of delete files added in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitRemovedDeleteFiles = + Counter.builder() + .name("iceberg_commit_removed_delete_files_total") + .help("Total number of delete files removed in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitAddedRecords = + Counter.builder() + .name("iceberg_commit_added_records_total") + .help("Total number of records added in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitRemovedRecords = + Counter.builder() + .name("iceberg_commit_removed_records_total") + .help("Total number of records removed in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitAddedEqualityDeletes = + Counter.builder() + .name("iceberg_commit_added_equality_deletes_total") + .help("Total number of equality deletes added in commits") + .labelNames(COMMIT_LABELS) + .register(); + + this.commitTotalFilesSizeBytes = + Counter.builder() + .name("iceberg_commit_total_files_size_bytes") + .help("Total size in bytes of files involved in commits") + .labelNames(COMMIT_LABELS) + .register(); + + // Commit timing - using Histogram for aggregation across instances + this.commitDuration = + Histogram.builder() + .name("iceberg_commit_duration_seconds") + .help("Duration of commit operations in seconds") + .labelNames(COMMIT_LABELS) + .classicUpperBounds(DURATION_BUCKETS) + .register(); + + logger.info("Prometheus Iceberg metrics reporter initialized"); + } + + /** + * Report metrics from an Iceberg MetricsReport. + * + * @param catalogName the catalog name for multi-catalog deployments + * @param report the metrics report to process + */ + public void report(String catalogName, MetricsReport report) { + if (report == null) { + return; + } + + String catalog = catalogName != null ? catalogName : "default"; + + try { + if (report instanceof ScanReport) { + reportScanMetrics(catalog, (ScanReport) report); + } else if (report instanceof CommitReport) { + reportCommitMetrics(catalog, (CommitReport) report); + } else { + logger.debug("Unknown metrics report type: {}", report.getClass().getName()); + } + } catch (Exception e) { + String reportType = report.getClass().getSimpleName(); + logger.warn("Error processing {} metrics report: {}", reportType, e.getMessage()); + metricsReportErrors.labelValues(reportType).inc(); + } + } + + /** + * Report metrics from an Iceberg MetricsReport using default catalog name. + * + * @param report the metrics report to process + */ + public void report(MetricsReport report) { + report(null, report); + } + + private void reportScanMetrics(String catalog, ScanReport report) { + String fullTableName = report.tableName(); + String namespace = extractNamespace(fullTableName); + String table = extractTableName(fullTableName); + + logger.debug( + "Recording scan metrics for catalog: {}, namespace: {}, table: {}", + catalog, + namespace, + table); + + scansTotal.labelValues(catalog, namespace, table).inc(); + + var metrics = report.scanMetrics(); + if (metrics == null) { + return; + } + + // File counts + if (metrics.resultDataFiles() != null) { + long count = metrics.resultDataFiles().value(); + scanResultDataFiles.labelValues(catalog, namespace, table).inc(count); + scanDataFilesPerScan.labelValues(catalog, namespace, table).observe(count); + } + + if (metrics.resultDeleteFiles() != null) { + scanResultDeleteFiles + .labelValues(catalog, namespace, table) + .inc(metrics.resultDeleteFiles().value()); + } + + // Additional delete file metrics (if available in the Iceberg version) + if (metrics.indexedDeleteFiles() != null) { + scanIndexedDeleteFiles + .labelValues(catalog, namespace, table) + .inc(metrics.indexedDeleteFiles().value()); + } + + if (metrics.positionalDeleteFiles() != null) { + scanPositionalDeleteFiles + .labelValues(catalog, namespace, table) + .inc(metrics.positionalDeleteFiles().value()); + } + + if (metrics.equalityDeleteFiles() != null) { + scanEqualityDeleteFiles + .labelValues(catalog, namespace, table) + .inc(metrics.equalityDeleteFiles().value()); + } + + // Manifest counts + if (metrics.totalDataManifests() != null) { + scanTotalDataManifests + .labelValues(catalog, namespace, table) + .inc(metrics.totalDataManifests().value()); + } + + if (metrics.totalDeleteManifests() != null) { + scanTotalDeleteManifests + .labelValues(catalog, namespace, table) + .inc(metrics.totalDeleteManifests().value()); + } + + if (metrics.scannedDataManifests() != null) { + scanScannedDataManifests + .labelValues(catalog, namespace, table) + .inc(metrics.scannedDataManifests().value()); + } + + if (metrics.skippedDataManifests() != null) { + scanSkippedDataManifests + .labelValues(catalog, namespace, table) + .inc(metrics.skippedDataManifests().value()); + } + + // File sizes + if (metrics.totalFileSizeInBytes() != null) { + scanTotalFileSizeBytes + .labelValues(catalog, namespace, table) + .inc(metrics.totalFileSizeInBytes().value()); + } + + if (metrics.totalDeleteFileSizeInBytes() != null) { + scanTotalDeleteFileSizeBytes + .labelValues(catalog, namespace, table) + .inc(metrics.totalDeleteFileSizeInBytes().value()); + } + + // Timing metrics + if (metrics.totalPlanningDuration() != null) { + observeDuration( + scanPlanningDuration.labelValues(catalog, namespace, table), + metrics.totalPlanningDuration().totalDuration()); + } + } + + private void reportCommitMetrics(String catalog, CommitReport report) { + String fullTableName = report.tableName(); + String namespace = extractNamespace(fullTableName); + String table = extractTableName(fullTableName); + String operation = report.operation() != null ? report.operation() : "unknown"; + + logger.debug( + "Recording commit metrics for catalog: {}, namespace: {}, table: {}, operation: {}", + catalog, + namespace, + table, + operation); + + commitsTotal.labelValues(catalog, namespace, table, operation).inc(); + + var metrics = report.commitMetrics(); + if (metrics == null) { + return; + } + + if (metrics.addedDataFiles() != null) { + commitAddedDataFiles + .labelValues(catalog, namespace, table, operation) + .inc(metrics.addedDataFiles().value()); + } + + if (metrics.removedDataFiles() != null) { + commitRemovedDataFiles + .labelValues(catalog, namespace, table, operation) + .inc(metrics.removedDataFiles().value()); + } + + if (metrics.addedDeleteFiles() != null) { + commitAddedDeleteFiles + .labelValues(catalog, namespace, table, operation) + .inc(metrics.addedDeleteFiles().value()); + } + + if (metrics.removedDeleteFiles() != null) { + commitRemovedDeleteFiles + .labelValues(catalog, namespace, table, operation) + .inc(metrics.removedDeleteFiles().value()); + } + + if (metrics.addedRecords() != null) { + commitAddedRecords + .labelValues(catalog, namespace, table, operation) + .inc(metrics.addedRecords().value()); + } + + if (metrics.removedRecords() != null) { + commitRemovedRecords + .labelValues(catalog, namespace, table, operation) + .inc(metrics.removedRecords().value()); + } + + if (metrics.addedEqualityDeletes() != null) { + commitAddedEqualityDeletes + .labelValues(catalog, namespace, table, operation) + .inc(metrics.addedEqualityDeletes().value()); + } + + if (metrics.totalFilesSizeInBytes() != null) { + commitTotalFilesSizeBytes + .labelValues(catalog, namespace, table, operation) + .inc(metrics.totalFilesSizeInBytes().value()); + } + + if (metrics.totalDuration() != null) { + observeDuration( + commitDuration.labelValues(catalog, namespace, table, operation), + metrics.totalDuration().totalDuration()); + } + } + + private void observeDuration(DistributionDataPoint dataPoint, java.time.Duration duration) { + if (duration != null) { + double seconds = duration.toNanos() / (double) TimeUnit.SECONDS.toNanos(1); + dataPoint.observe(seconds); + } + } + + /** + * Extracts the namespace from a full table name. Handles various formats: + * + *

    + *
  • "namespace.table" -> "namespace" + *
  • "db.schema.table" -> "db.schema" + *
  • "table" -> "default" + *
+ */ + private String extractNamespace(String fullTableName) { + if (fullTableName == null || fullTableName.isEmpty()) { + return "unknown"; + } + String[] parts = fullTableName.split("\\."); + if (parts.length > 1) { + return String.join(".", Arrays.copyOf(parts, parts.length - 1)); + } + return "default"; + } + + /** + * Extracts the table name from a full table name. Handles various formats: + * + *
    + *
  • "namespace.table" -> "table" + *
  • "db.schema.table" -> "table" + *
  • "table" -> "table" + *
+ */ + private String extractTableName(String fullTableName) { + if (fullTableName == null || fullTableName.isEmpty()) { + return "unknown"; + } + String[] parts = fullTableName.split("\\."); + return parts[parts.length - 1]; + } +} diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogAdapter.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogAdapter.java index fa3b204..4d01805 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogAdapter.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogAdapter.java @@ -24,6 +24,7 @@ import static org.apache.iceberg.TableProperties.COMMIT_TOTAL_RETRY_TIME_MS_DEFAULT; import com.altinity.ice.rest.catalog.internal.auth.Session; +import com.altinity.ice.rest.catalog.internal.metrics.PrometheusMetricsReporter; import java.util.Arrays; import java.util.List; import java.util.Map; @@ -66,12 +67,18 @@ public class RESTCatalogAdapter implements RESTCatalogHandler { private final Catalog catalog; private final SupportsNamespaces asNamespaceCatalog; private final ViewCatalog asViewCatalog; + private final PrometheusMetricsReporter metricsReporter; public RESTCatalogAdapter(Catalog catalog) { + this(catalog, null); + } + + public RESTCatalogAdapter(Catalog catalog, PrometheusMetricsReporter metricsReporter) { this.catalog = catalog; this.asNamespaceCatalog = catalog instanceof SupportsNamespaces ? (SupportsNamespaces) catalog : null; this.asViewCatalog = catalog instanceof ViewCatalog ? (ViewCatalog) catalog : null; + this.metricsReporter = metricsReporter; } @Override @@ -236,9 +243,14 @@ public T handle( } case REPORT_METRICS: - // nothing to do here other than checking that we're getting the correct request - castRequest(ReportMetricsRequest.class, requestBody); - return null; + { + ReportMetricsRequest request = castRequest(ReportMetricsRequest.class, requestBody); + if (metricsReporter != null && request.report() != null) { + String catalogName = catalog.name(); + metricsReporter.report(catalogName, request.report()); + } + return null; + } case COMMIT_TRANSACTION: { From 3776ed6bf779e8dc89c9047094ef8afd76d54a09 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Thu, 4 Dec 2025 12:27:02 -0600 Subject: [PATCH 02/29] Moved hardcoded strings to IcebergMetricNames, added dashboard json file. --- .../grafana/iceberg-metrics-dashboard.json | 1724 +++++++++++++++++ .../internal/metrics/IcebergMetricNames.java | 163 ++ .../metrics/PrometheusMetricsReporter.java | 144 +- 3 files changed, 1961 insertions(+), 70 deletions(-) create mode 100644 examples/grafana/iceberg-metrics-dashboard.json create mode 100644 ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json new file mode 100644 index 0000000..f56b442 --- /dev/null +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -0,0 +1,1724 @@ +{ + "annotations": { + "list": [ + { + "builtIn": 1, + "datasource": { + "type": "grafana", + "uid": "-- Grafana --" + }, + "enable": true, + "hide": true, + "iconColor": "rgba(0, 211, 255, 1)", + "name": "Annotations & Alerts", + "type": "dashboard" + } + ] + }, + "editable": true, + "fiscalYearStartMonth": 0, + "graphTooltip": 1, + "id": null, + "links": [], + "panels": [ + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 0 + }, + "id": 100, + "panels": [], + "title": 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"mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 39 + }, + "id": 22, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (catalog, namespace, table) (rate(iceberg_commit_added_records_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "Added - {{catalog}}.{{namespace}}.{{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "-sum by (catalog, namespace, table) (rate(iceberg_commit_removed_records_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "Removed - {{catalog}}.{{namespace}}.{{table}}", + "refId": "B" + } + ], + "title": "Records Added/Removed Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "binBps" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 39 + }, + "id": 23, + "options": { + "legend": { + "calcs": ["mean", "sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (catalog, namespace, table) (rate(iceberg_commit_total_files_size_bytes{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "{{catalog}}.{{namespace}}.{{table}}", + "refId": "A" + } + ], + "title": "Commit Throughput (bytes/sec)", + "type": "timeseries" + }, + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 47 + }, + "id": 103, + "panels": [], + "title": "Delete Files", + "type": "row" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "normal" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 48 + }, + "id": 30, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_positional_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "Positional - {{catalog}}.{{namespace}}.{{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_equality_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "Equality - {{catalog}}.{{namespace}}.{{table}}", + "refId": "B" + } + ], + "title": "Delete Files Scanned by Type", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 48 + }, + "id": 31, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (catalog, namespace, table) (rate(iceberg_commit_added_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "Added - {{catalog}}.{{namespace}}.{{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "-sum by (catalog, namespace, table) (rate(iceberg_commit_removed_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", + "legendFormat": "Removed - {{catalog}}.{{namespace}}.{{table}}", + "refId": "B" + } + ], + "title": "Delete Files Added/Removed", + "type": "timeseries" + } + ], + "refresh": "30s", + "schemaVersion": 38, + "tags": ["iceberg", "data-lake", "rest-catalog"], + "templating": { + "list": [ + { + "current": {}, + "hide": 0, + "includeAll": false, + "label": "Datasource", + "multi": false, + "name": "datasource", + "options": [], + "query": "prometheus", + "queryValue": "", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "type": "datasource" + }, + { + "allValue": ".*", + "current": { + "selected": true, + "text": "All", + "value": "$__all" + }, + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "definition": "label_values({__name__=~\"iceberg_.+\"}, catalog)", + "hide": 0, + "includeAll": true, + "label": "Catalog", + "multi": true, + "name": "catalog", + "options": [], + "query": { + "query": "label_values({__name__=~\"iceberg_.+\"}, catalog)", + "refId": "StandardVariableQuery" + }, + "refresh": 2, + "regex": "", + "skipUrlSync": false, + "sort": 1, + "type": "query" + }, + { + "allValue": ".*", + "current": { + "selected": true, + "text": "All", + "value": "$__all" + }, + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "definition": "label_values({__name__=~\"iceberg_.+\", catalog=~\"$catalog\"}, namespace)", + "hide": 0, + "includeAll": true, + "label": "Namespace", + "multi": true, + "name": "namespace", + "options": [], + "query": { + "query": "label_values({__name__=~\"iceberg_.+\", catalog=~\"$catalog\"}, namespace)", + "refId": "StandardVariableQuery" + }, + "refresh": 2, + "regex": "", + "skipUrlSync": false, + "sort": 1, + "type": "query" + }, + { + "allValue": ".*", + "current": { + "selected": true, + "text": "All", + "value": "$__all" + }, + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "definition": "label_values({__name__=~\"iceberg_.+\", catalog=~\"$catalog\", namespace=~\"$namespace\"}, table)", + "hide": 0, + "includeAll": true, + "label": "Table", + "multi": true, + "name": "table", + "options": [], + "query": { + "query": "label_values({__name__=~\"iceberg_.+\", catalog=~\"$catalog\", namespace=~\"$namespace\"}, table)", + "refId": "StandardVariableQuery" + }, + "refresh": 2, + "regex": "", + "skipUrlSync": false, + "sort": 1, + "type": "query" + } + ] + }, + "time": { + "from": "now-1h", + "to": "now" + }, + "timepicker": {}, + "timezone": "browser", + "title": "Iceberg REST Catalog Metrics", + "uid": "iceberg-rest-catalog-metrics", + "version": 1, + "weekStart": "" +} + diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java new file mode 100644 index 0000000..c9d6868 --- /dev/null +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java @@ -0,0 +1,163 @@ +/* + * Copyright (c) 2025 Altinity Inc and/or its affiliates. All rights reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + */ +package com.altinity.ice.rest.catalog.internal.metrics; + +/** Constants for Iceberg Prometheus metric names, help strings, and labels. */ +public final class IcebergMetricNames { + + private IcebergMetricNames() {} + + // ========================================================================== + // Labels + // ========================================================================== + + public static final String LABEL_CATALOG = "catalog"; + public static final String LABEL_NAMESPACE = "namespace"; + public static final String LABEL_TABLE = "table"; + public static final String LABEL_OPERATION = "operation"; + public static final String LABEL_TYPE = "type"; + + public static final String[] SCAN_LABELS = {LABEL_CATALOG, LABEL_NAMESPACE, LABEL_TABLE}; + public static final String[] COMMIT_LABELS = { + LABEL_CATALOG, LABEL_NAMESPACE, LABEL_TABLE, LABEL_OPERATION + }; + + // ========================================================================== + // Reporter Info Metrics + // ========================================================================== + + public static final String REPORTER_ACTIVE_NAME = "iceberg_metrics_reporter_active"; + public static final String REPORTER_ACTIVE_HELP = + "Iceberg metrics reporter status (value 1 means reporter is active)"; + + public static final String REPORT_ERRORS_NAME = "iceberg_metrics_report_errors_total"; + public static final String REPORT_ERRORS_HELP = + "Total number of errors while processing metrics reports"; + + // ========================================================================== + // Scan Metrics + // ========================================================================== + + public static final String SCANS_TOTAL_NAME = "iceberg_scans_total"; + public static final String SCANS_TOTAL_HELP = "Total number of Iceberg table scans"; + + public static final String SCAN_RESULT_DATA_FILES_NAME = "iceberg_scan_result_data_files_total"; + public static final String SCAN_RESULT_DATA_FILES_HELP = + "Total number of data files in scan results"; + + public static final String SCAN_RESULT_DELETE_FILES_NAME = + "iceberg_scan_result_delete_files_total"; + public static final String SCAN_RESULT_DELETE_FILES_HELP = + "Total number of delete files in scan results"; + + public static final String SCAN_INDEXED_DELETE_FILES_NAME = + "iceberg_scan_indexed_delete_files_total"; + public static final String SCAN_INDEXED_DELETE_FILES_HELP = + "Total number of indexed delete files in scan results"; + + public static final String SCAN_POSITIONAL_DELETE_FILES_NAME = + "iceberg_scan_positional_delete_files_total"; + public static final String SCAN_POSITIONAL_DELETE_FILES_HELP = + "Total number of positional delete files in scan results"; + + public static final String SCAN_EQUALITY_DELETE_FILES_NAME = + "iceberg_scan_equality_delete_files_total"; + public static final String SCAN_EQUALITY_DELETE_FILES_HELP = + "Total number of equality delete files in scan results"; + + public static final String SCAN_TOTAL_DATA_MANIFESTS_NAME = "iceberg_scan_total_data_manifests"; + public static final String SCAN_TOTAL_DATA_MANIFESTS_HELP = + "Total number of data manifests considered during scans"; + + public static final String SCAN_TOTAL_DELETE_MANIFESTS_NAME = + "iceberg_scan_total_delete_manifests"; + public static final String SCAN_TOTAL_DELETE_MANIFESTS_HELP = + "Total number of delete manifests considered during scans"; + + public static final String SCAN_SCANNED_DATA_MANIFESTS_NAME = + "iceberg_scan_scanned_data_manifests"; + public static final String SCAN_SCANNED_DATA_MANIFESTS_HELP = + "Total number of data manifests actually scanned"; + + public static final String SCAN_SKIPPED_DATA_MANIFESTS_NAME = + "iceberg_scan_skipped_data_manifests"; + public static final String SCAN_SKIPPED_DATA_MANIFESTS_HELP = + "Total number of data manifests skipped during scans"; + + public static final String SCAN_TOTAL_FILE_SIZE_BYTES_NAME = "iceberg_scan_total_file_size_bytes"; + public static final String SCAN_TOTAL_FILE_SIZE_BYTES_HELP = + "Total file size in bytes for scanned data files"; + + public static final String SCAN_TOTAL_DELETE_FILE_SIZE_BYTES_NAME = + "iceberg_scan_total_delete_file_size_bytes"; + public static final String SCAN_TOTAL_DELETE_FILE_SIZE_BYTES_HELP = + "Total file size in bytes for scanned delete files"; + + public static final String SCAN_PLANNING_DURATION_NAME = "iceberg_scan_planning_duration_seconds"; + public static final String SCAN_PLANNING_DURATION_HELP = "Duration of scan planning in seconds"; + + public static final String SCAN_DATA_FILES_PER_SCAN_NAME = "iceberg_scan_data_files_per_scan"; + public static final String SCAN_DATA_FILES_PER_SCAN_HELP = "Distribution of data files per scan"; + + // ========================================================================== + // Commit Metrics + // ========================================================================== + + public static final String COMMITS_TOTAL_NAME = "iceberg_commits_total"; + public static final String COMMITS_TOTAL_HELP = "Total number of Iceberg table commits"; + + public static final String COMMIT_ADDED_DATA_FILES_NAME = "iceberg_commit_added_data_files_total"; + public static final String COMMIT_ADDED_DATA_FILES_HELP = + "Total number of data files added in commits"; + + public static final String COMMIT_REMOVED_DATA_FILES_NAME = + "iceberg_commit_removed_data_files_total"; + public static final String COMMIT_REMOVED_DATA_FILES_HELP = + "Total number of data files removed in commits"; + + public static final String COMMIT_ADDED_DELETE_FILES_NAME = + "iceberg_commit_added_delete_files_total"; + public static final String COMMIT_ADDED_DELETE_FILES_HELP = + "Total number of delete files added in commits"; + + public static final String COMMIT_REMOVED_DELETE_FILES_NAME = + "iceberg_commit_removed_delete_files_total"; + public static final String COMMIT_REMOVED_DELETE_FILES_HELP = + "Total number of delete files removed in commits"; + + public static final String COMMIT_ADDED_RECORDS_NAME = "iceberg_commit_added_records_total"; + public static final String COMMIT_ADDED_RECORDS_HELP = "Total number of records added in commits"; + + public static final String COMMIT_REMOVED_RECORDS_NAME = "iceberg_commit_removed_records_total"; + public static final String COMMIT_REMOVED_RECORDS_HELP = + "Total number of records removed in commits"; + + public static final String COMMIT_ADDED_EQUALITY_DELETES_NAME = + "iceberg_commit_added_equality_deletes_total"; + public static final String COMMIT_ADDED_EQUALITY_DELETES_HELP = + "Total number of equality deletes added in commits"; + + public static final String COMMIT_TOTAL_FILES_SIZE_BYTES_NAME = + "iceberg_commit_total_files_size_bytes"; + public static final String COMMIT_TOTAL_FILES_SIZE_BYTES_HELP = + "Total size in bytes of files involved in commits"; + + public static final String COMMIT_DURATION_NAME = "iceberg_commit_duration_seconds"; + public static final String COMMIT_DURATION_HELP = "Duration of commit operations in seconds"; + + // ========================================================================== + // Histogram Buckets + // ========================================================================== + + /** Duration histogram buckets (in seconds) - suitable for typical Iceberg operations. */ + public static final double[] DURATION_BUCKETS = { + 0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1, 2.5, 5, 10, 30, 60 + }; +} diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java index 557623e..2807566 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/PrometheusMetricsReporter.java @@ -9,6 +9,8 @@ */ package com.altinity.ice.rest.catalog.internal.metrics; +import static com.altinity.ice.rest.catalog.internal.metrics.IcebergMetricNames.*; + import io.prometheus.metrics.core.datapoints.DistributionDataPoint; import io.prometheus.metrics.core.metrics.Counter; import io.prometheus.metrics.core.metrics.Histogram; @@ -16,6 +18,7 @@ import java.util.concurrent.TimeUnit; import org.apache.iceberg.metrics.CommitReport; import org.apache.iceberg.metrics.MetricsReport; +import org.apache.iceberg.metrics.MetricsReporter; import org.apache.iceberg.metrics.ScanReport; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -24,13 +27,21 @@ * A Prometheus-based metrics reporter for Iceberg operations. This reporter exposes Iceberg scan * and commit metrics via Prometheus, making them available at the /metrics endpoint. * + *

This class implements {@link MetricsReporter} to follow Iceberg's standard metrics reporting + * pattern, allowing it to be used both as a server-side reporter (receiving metrics via REST) and + * potentially as a client-side reporter via catalog configuration. + * *

This class uses a singleton pattern because Prometheus metrics can only be registered once per * JVM. * *

All duration metrics use Histograms instead of Summaries to allow aggregation across multiple * instances in distributed deployments. + * + * @see IcebergMetricNames for metric names and help strings + * @see Iceberg Metrics + * Reporting */ -public class PrometheusMetricsReporter { +public class PrometheusMetricsReporter implements MetricsReporter { private static final Logger logger = LoggerFactory.getLogger(PrometheusMetricsReporter.class); @@ -38,15 +49,6 @@ public class PrometheusMetricsReporter { private static volatile PrometheusMetricsReporter instance; private static final Object lock = new Object(); - // Common label names - private static final String[] SCAN_LABELS = {"catalog", "namespace", "table"}; - private static final String[] COMMIT_LABELS = {"catalog", "namespace", "table", "operation"}; - - // Duration histogram buckets (in seconds) - suitable for typical Iceberg operations - private static final double[] DURATION_BUCKETS = { - 0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1, 2.5, 5, 10, 30, 60 - }; - // Scan metrics counters private final Counter scansTotal; private final Counter scanResultDataFiles; @@ -82,8 +84,8 @@ public class PrometheusMetricsReporter { // Error counter private final Counter metricsReportErrors; - // Info metric to confirm reporter is active - private final Counter metricsReporterInfo; + // Status metric to confirm reporter is active + private final Counter metricsReporterActive; /** Returns the singleton instance of the metrics reporter. */ public static PrometheusMetricsReporter getInstance() { @@ -98,120 +100,117 @@ public static PrometheusMetricsReporter getInstance() { } private PrometheusMetricsReporter() { - // Info metric - incremented once to confirm reporter is active and visible in /metrics - this.metricsReporterInfo = - Counter.builder() - .name("iceberg_metrics_reporter_info") - .help("Iceberg metrics reporter info (value 1 means reporter is active)") - .register(); - this.metricsReporterInfo.inc(); // Make it visible immediately + // Status metric - incremented once to confirm reporter is active and visible in /metrics + this.metricsReporterActive = + Counter.builder().name(REPORTER_ACTIVE_NAME).help(REPORTER_ACTIVE_HELP).register(); + this.metricsReporterActive.inc(); // Make it visible immediately // Error counter this.metricsReportErrors = Counter.builder() - .name("iceberg_metrics_report_errors_total") - .help("Total number of errors while processing metrics reports") - .labelNames("type") + .name(REPORT_ERRORS_NAME) + .help(REPORT_ERRORS_HELP) + .labelNames(LABEL_TYPE) .register(); // Scan metrics this.scansTotal = Counter.builder() - .name("iceberg_scans_total") - .help("Total number of Iceberg table scans") + .name(SCANS_TOTAL_NAME) + .help(SCANS_TOTAL_HELP) .labelNames(SCAN_LABELS) .register(); this.scanResultDataFiles = Counter.builder() - .name("iceberg_scan_result_data_files_total") - .help("Total number of data files in scan results") + .name(SCAN_RESULT_DATA_FILES_NAME) + .help(SCAN_RESULT_DATA_FILES_HELP) .labelNames(SCAN_LABELS) .register(); this.scanResultDeleteFiles = Counter.builder() - .name("iceberg_scan_result_delete_files_total") - .help("Total number of delete files in scan results") + .name(SCAN_RESULT_DELETE_FILES_NAME) + .help(SCAN_RESULT_DELETE_FILES_HELP) .labelNames(SCAN_LABELS) .register(); this.scanIndexedDeleteFiles = Counter.builder() - .name("iceberg_scan_indexed_delete_files_total") - .help("Total number of indexed delete files in scan results") + .name(SCAN_INDEXED_DELETE_FILES_NAME) + .help(SCAN_INDEXED_DELETE_FILES_HELP) .labelNames(SCAN_LABELS) .register(); this.scanPositionalDeleteFiles = Counter.builder() - .name("iceberg_scan_positional_delete_files_total") - .help("Total number of positional delete files in scan results") + .name(SCAN_POSITIONAL_DELETE_FILES_NAME) + .help(SCAN_POSITIONAL_DELETE_FILES_HELP) .labelNames(SCAN_LABELS) .register(); this.scanEqualityDeleteFiles = Counter.builder() - .name("iceberg_scan_equality_delete_files_total") - .help("Total number of equality delete files in scan results") + .name(SCAN_EQUALITY_DELETE_FILES_NAME) + .help(SCAN_EQUALITY_DELETE_FILES_HELP) .labelNames(SCAN_LABELS) .register(); this.scanTotalDataManifests = Counter.builder() - .name("iceberg_scan_total_data_manifests") - .help("Total number of data manifests considered during scans") + .name(SCAN_TOTAL_DATA_MANIFESTS_NAME) + .help(SCAN_TOTAL_DATA_MANIFESTS_HELP) .labelNames(SCAN_LABELS) .register(); this.scanTotalDeleteManifests = Counter.builder() - .name("iceberg_scan_total_delete_manifests") - .help("Total number of delete manifests considered during scans") + .name(SCAN_TOTAL_DELETE_MANIFESTS_NAME) + .help(SCAN_TOTAL_DELETE_MANIFESTS_HELP) .labelNames(SCAN_LABELS) .register(); this.scanScannedDataManifests = Counter.builder() - .name("iceberg_scan_scanned_data_manifests") - .help("Total number of data manifests actually scanned") + .name(SCAN_SCANNED_DATA_MANIFESTS_NAME) + .help(SCAN_SCANNED_DATA_MANIFESTS_HELP) .labelNames(SCAN_LABELS) .register(); this.scanSkippedDataManifests = Counter.builder() - .name("iceberg_scan_skipped_data_manifests") - .help("Total number of data manifests skipped during scans") + .name(SCAN_SKIPPED_DATA_MANIFESTS_NAME) + .help(SCAN_SKIPPED_DATA_MANIFESTS_HELP) .labelNames(SCAN_LABELS) .register(); this.scanTotalFileSizeBytes = Counter.builder() - .name("iceberg_scan_total_file_size_bytes") - .help("Total file size in bytes for scanned data files") + .name(SCAN_TOTAL_FILE_SIZE_BYTES_NAME) + .help(SCAN_TOTAL_FILE_SIZE_BYTES_HELP) .labelNames(SCAN_LABELS) .register(); this.scanTotalDeleteFileSizeBytes = Counter.builder() - .name("iceberg_scan_total_delete_file_size_bytes") - .help("Total file size in bytes for scanned delete files") + .name(SCAN_TOTAL_DELETE_FILE_SIZE_BYTES_NAME) + .help(SCAN_TOTAL_DELETE_FILE_SIZE_BYTES_HELP) .labelNames(SCAN_LABELS) .register(); // Scan timing - using Histogram for aggregation across instances this.scanPlanningDuration = Histogram.builder() - .name("iceberg_scan_planning_duration_seconds") - .help("Duration of scan planning in seconds") + .name(SCAN_PLANNING_DURATION_NAME) + .help(SCAN_PLANNING_DURATION_HELP) .labelNames(SCAN_LABELS) .classicUpperBounds(DURATION_BUCKETS) .register(); this.scanDataFilesPerScan = Histogram.builder() - .name("iceberg_scan_data_files_per_scan") - .help("Distribution of data files per scan") + .name(SCAN_DATA_FILES_PER_SCAN_NAME) + .help(SCAN_DATA_FILES_PER_SCAN_HELP) .labelNames(SCAN_LABELS) .classicExponentialUpperBounds(1, 2, 10) .register(); @@ -219,72 +218,72 @@ private PrometheusMetricsReporter() { // Commit metrics this.commitsTotal = Counter.builder() - .name("iceberg_commits_total") - .help("Total number of Iceberg table commits") + .name(COMMITS_TOTAL_NAME) + .help(COMMITS_TOTAL_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitAddedDataFiles = Counter.builder() - .name("iceberg_commit_added_data_files_total") - .help("Total number of data files added in commits") + .name(COMMIT_ADDED_DATA_FILES_NAME) + .help(COMMIT_ADDED_DATA_FILES_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitRemovedDataFiles = Counter.builder() - .name("iceberg_commit_removed_data_files_total") - .help("Total number of data files removed in commits") + .name(COMMIT_REMOVED_DATA_FILES_NAME) + .help(COMMIT_REMOVED_DATA_FILES_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitAddedDeleteFiles = Counter.builder() - .name("iceberg_commit_added_delete_files_total") - .help("Total number of delete files added in commits") + .name(COMMIT_ADDED_DELETE_FILES_NAME) + .help(COMMIT_ADDED_DELETE_FILES_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitRemovedDeleteFiles = Counter.builder() - .name("iceberg_commit_removed_delete_files_total") - .help("Total number of delete files removed in commits") + .name(COMMIT_REMOVED_DELETE_FILES_NAME) + .help(COMMIT_REMOVED_DELETE_FILES_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitAddedRecords = Counter.builder() - .name("iceberg_commit_added_records_total") - .help("Total number of records added in commits") + .name(COMMIT_ADDED_RECORDS_NAME) + .help(COMMIT_ADDED_RECORDS_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitRemovedRecords = Counter.builder() - .name("iceberg_commit_removed_records_total") - .help("Total number of records removed in commits") + .name(COMMIT_REMOVED_RECORDS_NAME) + .help(COMMIT_REMOVED_RECORDS_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitAddedEqualityDeletes = Counter.builder() - .name("iceberg_commit_added_equality_deletes_total") - .help("Total number of equality deletes added in commits") + .name(COMMIT_ADDED_EQUALITY_DELETES_NAME) + .help(COMMIT_ADDED_EQUALITY_DELETES_HELP) .labelNames(COMMIT_LABELS) .register(); this.commitTotalFilesSizeBytes = Counter.builder() - .name("iceberg_commit_total_files_size_bytes") - .help("Total size in bytes of files involved in commits") + .name(COMMIT_TOTAL_FILES_SIZE_BYTES_NAME) + .help(COMMIT_TOTAL_FILES_SIZE_BYTES_HELP) .labelNames(COMMIT_LABELS) .register(); // Commit timing - using Histogram for aggregation across instances this.commitDuration = Histogram.builder() - .name("iceberg_commit_duration_seconds") - .help("Duration of commit operations in seconds") + .name(COMMIT_DURATION_NAME) + .help(COMMIT_DURATION_HELP) .labelNames(COMMIT_LABELS) .classicUpperBounds(DURATION_BUCKETS) .register(); @@ -299,6 +298,7 @@ private PrometheusMetricsReporter() { * @param report the metrics report to process */ public void report(String catalogName, MetricsReport report) { + logger.debug("Reporting metrics report: catalogName: {}, report: {}", catalogName, report); if (report == null) { return; } @@ -323,9 +323,13 @@ public void report(String catalogName, MetricsReport report) { /** * Report metrics from an Iceberg MetricsReport using default catalog name. * + *

This method implements {@link MetricsReporter#report(MetricsReport)}. + * * @param report the metrics report to process */ + @Override public void report(MetricsReport report) { + logger.debug("Reporting metrics report: {}", report); report(null, report); } From e7859cce4e07b5fded5815cfc1628a47e1909766 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Fri, 5 Dec 2025 13:14:18 -0600 Subject: [PATCH 03/29] Added prometheus HTTP metrics to track request duration and response errors. --- .../grafana/iceberg-metrics-dashboard.json | 666 ++++++++++++++++++ .../catalog/internal/metrics/HttpMetrics.java | 151 ++++ .../internal/metrics/IcebergMetricNames.java | 32 + .../internal/rest/RESTCatalogServlet.java | 126 ++-- 4 files changed, 919 insertions(+), 56 deletions(-) create mode 100644 ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index f56b442..806f00e 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -1602,6 +1602,672 @@ ], "title": "Delete Files Added/Removed", "type": "timeseries" + }, + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 56 + }, + "id": 104, + "panels": [], + "title": "HTTP/REST Endpoint Metrics", + "type": "row" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "reqps" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 6, + "x": 0, + "y": 57 + }, + "id": 40, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(rate(iceberg_http_requests_total[$__rate_interval]))", + "legendFormat": "Requests/sec", + "refId": "A" + } + ], + "title": "Request Rate", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "yellow", + "value": 0.01 + }, + { + "color": "red", + "value": 0.05 + } + ] + }, + "unit": "percentunit" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 6, + "x": 6, + "y": 57 + }, + "id": 41, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(rate(iceberg_http_responses_total{status_class=~\"4xx|5xx\"}[$__rate_interval])) / sum(rate(iceberg_http_responses_total[$__rate_interval])) or vector(0)", + "legendFormat": "Error Rate", + "refId": "A" + } + ], + "title": "Error Rate (4xx+5xx)", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 6, + "x": 12, + "y": 57 + }, + "id": 42, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "iceberg_http_requests_in_flight or vector(0)", + "legendFormat": "In Flight", + "refId": "A" + } + ], + "title": "Requests In Flight", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "yellow", + "value": 0.1 + }, + { + "color": "red", + "value": 0.5 + } + ] + }, + "unit": "s" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 6, + "x": 18, + "y": 57 + }, + "id": 43, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.95, sum by (le) (rate(iceberg_http_request_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p95 Latency", + "refId": "A" + } + ], + "title": "p95 Latency", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "reqps" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 61 + }, + "id": 44, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(rate(iceberg_http_requests_total[$__rate_interval]))", + "legendFormat": "Requests/sec", + "refId": "A" + } + ], + "title": "Request Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "normal" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "reqps" + }, + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*4xx.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "yellow", + "mode": "fixed" + } + } + ] + }, + { + "matcher": { + "id": "byRegexp", + "options": ".*5xx.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 61 + }, + "id": 45, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (status_class) (rate(iceberg_http_responses_total[$__rate_interval]))", + "legendFormat": "{{status_class}}", + "refId": "A" + } + ], + "title": "Response Rate by Status", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "s" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 69 + }, + "id": 46, + "options": { + "legend": { + "calcs": ["mean", "max"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.50, sum by (le) (rate(iceberg_http_request_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p50", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.95, sum by (le) (rate(iceberg_http_request_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p95", + "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.99, sum by (le) (rate(iceberg_http_request_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p99", + "refId": "C" + } + ], + "title": "Request Duration", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "reqps" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 69 + }, + "id": 47, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (route, status_class) (rate(iceberg_http_responses_total{status_class=~\"4xx|5xx\"}[$__rate_interval])) > 0", + "legendFormat": "{{route}} ({{status_class}})", + "refId": "A" + } + ], + "title": "Errors by Route", + "type": "timeseries" } ], "refresh": "30s", diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java new file mode 100644 index 0000000..1e913c5 --- /dev/null +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java @@ -0,0 +1,151 @@ +/* + * Copyright (c) 2025 Altinity Inc and/or its affiliates. All rights reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + */ +package com.altinity.ice.rest.catalog.internal.metrics; + +import static com.altinity.ice.rest.catalog.internal.metrics.IcebergMetricNames.*; + +import io.prometheus.metrics.core.metrics.Counter; +import io.prometheus.metrics.core.metrics.Gauge; +import io.prometheus.metrics.core.metrics.Histogram; +import java.util.concurrent.TimeUnit; + +/** + * Prometheus metrics for HTTP/REST endpoint monitoring. + * + *

This class uses a singleton pattern because Prometheus metrics can only be registered once per + * JVM. + */ +public class HttpMetrics { + + // Singleton instance + private static volatile HttpMetrics instance; + private static final Object lock = new Object(); + + private final Counter requestsTotal; + private final Counter responsesTotal; + private final Histogram requestDuration; + private final Gauge requestsInFlight; + + /** Returns the singleton instance of the HTTP metrics. */ + public static HttpMetrics getInstance() { + if (instance == null) { + synchronized (lock) { + if (instance == null) { + instance = new HttpMetrics(); + } + } + } + return instance; + } + + private HttpMetrics() { + this.requestsTotal = + Counter.builder() + .name(HTTP_REQUESTS_TOTAL_NAME) + .help(HTTP_REQUESTS_TOTAL_HELP) + .labelNames(HTTP_REQUEST_LABELS) + .register(); + + this.responsesTotal = + Counter.builder() + .name(HTTP_RESPONSES_TOTAL_NAME) + .help(HTTP_RESPONSES_TOTAL_HELP) + .labelNames(HTTP_RESPONSE_LABELS) + .register(); + + this.requestDuration = + Histogram.builder() + .name(HTTP_REQUEST_DURATION_NAME) + .help(HTTP_REQUEST_DURATION_HELP) + .labelNames(HTTP_REQUEST_LABELS) + .classicUpperBounds(HTTP_DURATION_BUCKETS) + .register(); + + this.requestsInFlight = + Gauge.builder() + .name(HTTP_REQUESTS_IN_FLIGHT_NAME) + .help(HTTP_REQUESTS_IN_FLIGHT_HELP) + .register(); + } + + /** + * Record the start of a request. Call this at the beginning of request handling. + * + * @param method HTTP method (GET, POST, etc.) + * @param route Route name (e.g., LOAD_TABLE, LIST_NAMESPACES) + */ + public void recordRequestStart(String method, String route) { + requestsTotal.labelValues(method, route).inc(); + requestsInFlight.inc(); + } + + /** + * Record the completion of a request. Call this at the end of request handling. + * + * @param method HTTP method (GET, POST, etc.) + * @param route Route name (e.g., LOAD_TABLE, LIST_NAMESPACES) + * @param statusCode HTTP status code (200, 404, 500, etc.) + * @param startTimeNanos Start time from System.nanoTime() + */ + public void recordRequestEnd(String method, String route, int statusCode, long startTimeNanos) { + requestsInFlight.dec(); + + // Record duration + double durationSeconds = + (System.nanoTime() - startTimeNanos) / (double) TimeUnit.SECONDS.toNanos(1); + requestDuration.labelValues(method, route).observe(durationSeconds); + + // Record response by status code + responsesTotal.labelValues(method, route, Integer.toString(statusCode)).inc(); + } + + /** + * Helper class for timing requests using try-with-resources. + * + *

Usage: + * + * 

{@code
+   * try (var timer = httpMetrics.startRequest("GET", "LOAD_TABLE")) {
+   *   // handle request
+   *   timer.setStatusCode(200);
+   * }
+   * }
+ */ + public RequestTimer startRequest(String method, String route) { + return new RequestTimer(this, method, route); + } + + /** Auto-closeable timer for request duration tracking. */ + public static class RequestTimer implements AutoCloseable { + private final HttpMetrics metrics; + private final String method; + private final String route; + private final long startTimeNanos; + private int statusCode = 200; + + RequestTimer(HttpMetrics metrics, String method, String route) { + this.metrics = metrics; + this.method = method; + this.route = route; + this.startTimeNanos = System.nanoTime(); + metrics.recordRequestStart(method, route); + } + + /** Set the status code before closing. Default is 200. */ + public void setStatusCode(int statusCode) { + this.statusCode = statusCode; + } + + @Override + public void close() { + metrics.recordRequestEnd(method, route, statusCode, startTimeNanos); + } + } +} diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java index c9d6868..997e02a 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java @@ -160,4 +160,36 @@ private IcebergMetricNames() {} public static final double[] DURATION_BUCKETS = { 0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1, 2.5, 5, 10, 30, 60 }; + + // ========================================================================== + // HTTP/REST Endpoint Metrics + // ========================================================================== + + public static final String LABEL_METHOD = "method"; + public static final String LABEL_ROUTE = "route"; + public static final String LABEL_STATUS_CLASS = "status_class"; + + public static final String[] HTTP_REQUEST_LABELS = {LABEL_METHOD, LABEL_ROUTE}; + public static final String[] HTTP_RESPONSE_LABELS = { + LABEL_METHOD, LABEL_ROUTE, LABEL_STATUS_CLASS + }; + + public static final String HTTP_REQUESTS_TOTAL_NAME = "iceberg_http_requests_total"; + public static final String HTTP_REQUESTS_TOTAL_HELP = "Total number of HTTP requests"; + + public static final String HTTP_REQUEST_DURATION_NAME = "iceberg_http_request_duration_seconds"; + public static final String HTTP_REQUEST_DURATION_HELP = "HTTP request duration in seconds"; + + public static final String HTTP_RESPONSES_TOTAL_NAME = "iceberg_http_responses_total"; + public static final String HTTP_RESPONSES_TOTAL_HELP = + "Total number of HTTP responses by status class"; + + public static final String HTTP_REQUESTS_IN_FLIGHT_NAME = "iceberg_http_requests_in_flight"; + public static final String HTTP_REQUESTS_IN_FLIGHT_HELP = + "Number of HTTP requests currently being processed"; + + /** HTTP request duration buckets (in seconds) - suitable for REST API calls. */ + public static final double[] HTTP_DURATION_BUCKETS = { + 0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1, 2.5, 5, 10 + }; } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java index 3f8d0d4..afb227d 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java @@ -19,6 +19,7 @@ package com.altinity.ice.rest.catalog.internal.rest; import com.altinity.ice.rest.catalog.internal.auth.Session; +import com.altinity.ice.rest.catalog.internal.metrics.HttpMetrics; import jakarta.servlet.http.HttpServlet; import jakarta.servlet.http.HttpServletRequest; import jakarta.servlet.http.HttpServletResponse; @@ -72,9 +73,11 @@ public class RESTCatalogServlet extends HttpServlet { .buildOrThrow(); private final RESTCatalogHandler restCatalogAdapter; + private final HttpMetrics httpMetrics; public RESTCatalogServlet(RESTCatalogHandler restCatalogAdapter) { this.restCatalogAdapter = restCatalogAdapter; + this.httpMetrics = HttpMetrics.getInstance(); } protected void handle(HttpServletRequest request, HttpServletResponse response) @@ -84,70 +87,81 @@ protected void handle(HttpServletRequest request, HttpServletResponse response) Pair> routeContext = Route.from(method, path); if (routeContext == null) { - response.setStatus(HttpServletResponse.SC_BAD_REQUEST); - var res = - ErrorResponse.builder() - .responseCode(400) - .withType("BadRequestException") - .withMessage(String.format("No route for %s %s", method, path)) - .build(); - RESTObjectMapper.mapper().writeValue(response.getWriter(), res); + // Track unknown route requests + try (var timer = httpMetrics.startRequest(method.name(), "UNKNOWN")) { + timer.setStatusCode(HttpServletResponse.SC_BAD_REQUEST); + response.setStatus(HttpServletResponse.SC_BAD_REQUEST); + var res = + ErrorResponse.builder() + .responseCode(400) + .withType("BadRequestException") + .withMessage(String.format("No route for %s %s", method, path)) + .build(); + RESTObjectMapper.mapper().writeValue(response.getWriter(), res); + } return; } - Session session = Session.from(request); - String userToLog = ""; - if (session != null) { - userToLog = "@" + session.uid() + " "; - } - logger.info("{}{} {}", userToLog, method, path); - Route route = routeContext.first(); - Map pathParams = routeContext.second(); - - // FIXME: this should be in RESTCatalogAdapter, not here - Object requestBody = null; - if (route.requestClass() != null) { - requestBody = RESTObjectMapper.mapper().readValue(request.getReader(), route.requestClass()); - } else if (route == Route.TOKENS) { - requestBody = RESTUtil.decodeFormData(CharStreams.toString(request.getReader())); - } - Map queryParams = - request.getParameterMap().entrySet().stream() - .collect(Collectors.toMap(Map.Entry::getKey, e -> e.getValue()[0])); - - Map params = - ImmutableMap.builder().putAll(pathParams).putAll(queryParams).build(); - - RESTResponse responseBody; - try { - responseBody = - restCatalogAdapter.handle(session, route, params, requestBody, route.responseClass()); - } catch (Exception e) { - ErrorResponse error = - ErrorResponse.builder() - .responseCode(STATUS_CODE_BY_EXCEPTION.getOrDefault(e.getClass(), 500)) - .withType(e.getClass().getSimpleName()) - .withMessage(e.getMessage()) - .build(); - - if (error.code() < 500) { - logger.warn("{}{} {}: {}", userToLog, method, path, e.getMessage()); - } else { - logger.error("{}{} {}", userToLog, method, path, e); + // Track request with metrics + try (var timer = httpMetrics.startRequest(method.name(), route.name())) { + Session session = Session.from(request); + String userToLog = ""; + if (session != null) { + userToLog = "@" + session.uid() + " "; } + logger.info("{}{} {}", userToLog, method, path); - response.setStatus(error.code()); - response.setHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.getMimeType()); - RESTObjectMapper.mapper().writeValue(response.getWriter(), error); - return; - } + Map pathParams = routeContext.second(); - response.setStatus(HttpServletResponse.SC_OK); - response.setHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.getMimeType()); - if (responseBody != null) { - RESTObjectMapper.mapper().writeValue(response.getWriter(), responseBody); + // FIXME: this should be in RESTCatalogAdapter, not here + Object requestBody = null; + if (route.requestClass() != null) { + requestBody = + RESTObjectMapper.mapper().readValue(request.getReader(), route.requestClass()); + } else if (route == Route.TOKENS) { + requestBody = RESTUtil.decodeFormData(CharStreams.toString(request.getReader())); + } + + Map queryParams = + request.getParameterMap().entrySet().stream() + .collect(Collectors.toMap(Map.Entry::getKey, e -> e.getValue()[0])); + + Map params = + ImmutableMap.builder().putAll(pathParams).putAll(queryParams).build(); + + RESTResponse responseBody; + try { + responseBody = + restCatalogAdapter.handle(session, route, params, requestBody, route.responseClass()); + } catch (Exception e) { + ErrorResponse error = + ErrorResponse.builder() + .responseCode(STATUS_CODE_BY_EXCEPTION.getOrDefault(e.getClass(), 500)) + .withType(e.getClass().getSimpleName()) + .withMessage(e.getMessage()) + .build(); + + if (error.code() < 500) { + logger.warn("{}{} {}: {}", userToLog, method, path, e.getMessage()); + } else { + logger.error("{}{} {}", userToLog, method, path, e); + } + + timer.setStatusCode(error.code()); + response.setStatus(error.code()); + response.setHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.getMimeType()); + RESTObjectMapper.mapper().writeValue(response.getWriter(), error); + return; + } + + timer.setStatusCode(HttpServletResponse.SC_OK); + response.setStatus(HttpServletResponse.SC_OK); + response.setHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.getMimeType()); + if (responseBody != null) { + RESTObjectMapper.mapper().writeValue(response.getWriter(), responseBody); + } } } From 6f908f4bbf2a4c0b93df2ff6bd5ba480c0692172 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Fri, 5 Dec 2025 13:23:11 -0600 Subject: [PATCH 04/29] Removed extra comments. --- .../catalog/internal/metrics/HttpMetrics.java | 38 ------------------- 1 file changed, 38 deletions(-) diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java index 1e913c5..ae060e9 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java @@ -16,15 +16,8 @@ import io.prometheus.metrics.core.metrics.Histogram; import java.util.concurrent.TimeUnit; -/** - * Prometheus metrics for HTTP/REST endpoint monitoring. - * - *

This class uses a singleton pattern because Prometheus metrics can only be registered once per - * JVM. - */ public class HttpMetrics { - // Singleton instance private static volatile HttpMetrics instance; private static final Object lock = new Object(); @@ -33,7 +26,6 @@ public class HttpMetrics { private final Histogram requestDuration; private final Gauge requestsInFlight; - /** Returns the singleton instance of the HTTP metrics. */ public static HttpMetrics getInstance() { if (instance == null) { synchronized (lock) { @@ -75,54 +67,24 @@ private HttpMetrics() { .register(); } - /** - * Record the start of a request. Call this at the beginning of request handling. - * - * @param method HTTP method (GET, POST, etc.) - * @param route Route name (e.g., LOAD_TABLE, LIST_NAMESPACES) - */ public void recordRequestStart(String method, String route) { requestsTotal.labelValues(method, route).inc(); requestsInFlight.inc(); } - /** - * Record the completion of a request. Call this at the end of request handling. - * - * @param method HTTP method (GET, POST, etc.) - * @param route Route name (e.g., LOAD_TABLE, LIST_NAMESPACES) - * @param statusCode HTTP status code (200, 404, 500, etc.) - * @param startTimeNanos Start time from System.nanoTime() - */ public void recordRequestEnd(String method, String route, int statusCode, long startTimeNanos) { requestsInFlight.dec(); - // Record duration double durationSeconds = (System.nanoTime() - startTimeNanos) / (double) TimeUnit.SECONDS.toNanos(1); requestDuration.labelValues(method, route).observe(durationSeconds); - - // Record response by status code responsesTotal.labelValues(method, route, Integer.toString(statusCode)).inc(); } - /** - * Helper class for timing requests using try-with-resources. - * - *

Usage: - * - * 

{@code
-   * try (var timer = httpMetrics.startRequest("GET", "LOAD_TABLE")) {
-   *   // handle request
-   *   timer.setStatusCode(200);
-   * }
-   * }
- */ public RequestTimer startRequest(String method, String route) { return new RequestTimer(this, method, route); } - /** Auto-closeable timer for request duration tracking. */ public static class RequestTimer implements AutoCloseable { private final HttpMetrics metrics; private final String method; From 32f5adcbab9d0be5fee7cb82a864d03bc2227da0 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Fri, 5 Dec 2025 17:03:33 -0600 Subject: [PATCH 05/29] Added docker compose for ElasticMQ and configuration to test SQS locally. --- examples/s3watch/test/README.md | 24 +++++++++++++ examples/s3watch/test/docker-compose.yaml | 9 +++++ examples/s3watch/test/elasticmq.conf | 44 +++++++++++++++++++++++ 3 files changed, 77 insertions(+) create mode 100644 examples/s3watch/test/README.md create mode 100644 examples/s3watch/test/docker-compose.yaml create mode 100644 examples/s3watch/test/elasticmq.conf diff --git a/examples/s3watch/test/README.md b/examples/s3watch/test/README.md new file mode 100644 index 0000000..f1f44de --- /dev/null +++ b/examples/s3watch/test/README.md @@ -0,0 +1,24 @@ +### Local testing + +The `ice insert --watch` can also be tested locally with a ElasticMQ server (which is SQS compatible) + +Start the ElasticMQ server +`docker compose up` + +Start ice in insert mode. +`insert flowers.iris -p --no-copy --skip-duplicates s3://bucket1/flowers/iris/external-data/ --watch="http://localhost:9324/000000000000/s3-events"` + +Insert a S3 notification message(test) to ElasticMQ +``` +export AWS_ACCESS_KEY_ID=x +export AWS_SECRET_ACCESS_KEY=x +export AWS_REGION=us-east-1 + +aws --endpoint-url http://localhost:9324 sqs send-message \ + --queue-url http://localhost:9324/000000000000/s3-events \ + --message-body '{"Records":[{"eventName":"ObjectCreated:Put","s3":{"bucket":{"name":"bucket1"},"object":{"key":"flowers/iris/external-data/iris.parquet"}}}]}' +{ + "MD5OfMessageBody": "0ca3828dbdd1604d4b22fdfcb1226996", + "MessageId": "570bfd40-c0be-49f8-8119-25b74aad0894" +} +``` diff --git a/examples/s3watch/test/docker-compose.yaml b/examples/s3watch/test/docker-compose.yaml new file mode 100644 index 0000000..601ed14 --- /dev/null +++ b/examples/s3watch/test/docker-compose.yaml @@ -0,0 +1,9 @@ +services: + elasticmq: + image: softwaremill/elasticmq-native:1.6.9 + restart: unless-stopped + ports: + - '9324:9324' # SQS API + - '9325:9325' # Web UI + volumes: + - ./elasticmq.conf:/opt/elasticmq.conf:ro diff --git a/examples/s3watch/test/elasticmq.conf b/examples/s3watch/test/elasticmq.conf new file mode 100644 index 0000000..afee5de --- /dev/null +++ b/examples/s3watch/test/elasticmq.conf @@ -0,0 +1,44 @@ +include classpath("application.conf") + +node-address { + protocol = http + host = "*" + port = 9324 + context-path = "" +} + +rest-sqs { + enabled = true + bind-port = 9324 + bind-hostname = "0.0.0.0" + sqs-limits = strict +} + +rest-stats { + enabled = true + bind-port = 9325 + bind-hostname = "0.0.0.0" +} + +queues { + s3-events { + defaultVisibilityTimeout = 30 seconds + delay = 0 seconds + receiveMessageWait = 0 seconds + deadLettersQueue { + name = "s3-events-dlq" + maxReceiveCount = 3 + } + } + s3-events-dlq { + defaultVisibilityTimeout = 30 seconds + delay = 0 seconds + receiveMessageWait = 0 seconds + } +} + +aws { + region = elasticmq + accountId = 000000000000 +} + From a6918a3a0c96779165d93d5d98b4e5e99c2e3864 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Sat, 6 Dec 2025 20:26:18 -0600 Subject: [PATCH 06/29] Added InsertWatchMetrics and updated grafana dashboard. --- .../grafana/iceberg-metrics-dashboard.json | 860 +++++++++++++++++- examples/s3watch/test/docker-compose.yaml | 2 +- .../main/java/com/altinity/ice/cli/Main.java | 11 +- .../ice/cli/internal/cmd/InsertWatch.java | 119 ++- .../internal/metrics/InsertWatchMetrics.java | 263 ++++++ 5 files changed, 1247 insertions(+), 8 deletions(-) create mode 100644 ice/src/main/java/com/altinity/ice/cli/internal/metrics/InsertWatchMetrics.java diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index 806f00e..8a378b1 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -2268,11 +2268,785 @@ ], "title": "Errors by Route", "type": "timeseries" + }, + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 77 + }, + "id": 200, + "panels": [], + "title": "InsertWatch (S3 Watch) Metrics", + "type": "row" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 5, + "x": 0, + "y": 78 + }, + "id": 202, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_watch_messages_received_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__range])) or vector(0)", + "legendFormat": "Messages", + "refId": "A" + } + ], + "title": "Messages Received", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 5, + "x": 5, + "y": 78 + }, + "id": 203, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_watch_files_inserted_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__range])) or vector(0)", + "legendFormat": "Files", + "refId": "A" + } + ], + "title": "Files Inserted", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 5, + "x": 10, + "y": 78 + }, + "id": 204, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_watch_transactions_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__range])) or vector(0)", + "legendFormat": "Transactions", + "refId": "A" + } + ], + "title": "Total Transactions", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "red", + "value": 1 + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 5, + "x": 15, + "y": 78 + }, + "id": 205, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_watch_transactions_failed_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__range])) or vector(0)", + "legendFormat": "Failed", + "refId": "A" + } + ], + "title": "Failed Transactions", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "red", + "value": 1 + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 20, + "y": 78 + }, + "id": 206, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_watch_retry_attempts_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__range])) or vector(0)", + "legendFormat": "Retries", + "refId": "A" + } + ], + "title": "Retry Attempts", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 82 + }, + "id": 210, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_events_matched_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "Matched - {{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_events_not_matched_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "Not Matched - {{table}}", + "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_events_skipped_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "Skipped - {{table}}", + "refId": "C" + } + ], + "title": "Events by Match Status", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 82 + }, + "id": 211, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_files_inserted_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "{{table}}", + "refId": "A" + } + ], + "title": "Files Inserted Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*Failed.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 90 + }, + "id": 212, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_transactions_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "Success - {{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_transactions_failed_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "Failed - {{table}}", + "refId": "B" + } + ], + "title": "Transaction Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "normal" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*SQS Receive.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "orange", + "mode": "fixed" + } + } + ] + }, + { + "matcher": { + "id": "byRegexp", + "options": ".*SQS Delete.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "yellow", + "mode": "fixed" + } + } + ] + }, + { + "matcher": { + "id": "byRegexp", + "options": ".*Parse.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 90 + }, + "id": 213, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_sqs_receive_errors_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "SQS Receive - {{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_sqs_delete_errors_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "SQS Delete - {{table}}", + "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table, queue) (rate(ice_watch_message_parse_errors_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", + "legendFormat": "Parse Errors - {{table}}", + "refId": "C" + } + ], + "title": "Errors Rate", + "type": "timeseries" } ], "refresh": "30s", "schemaVersion": 38, - "tags": ["iceberg", "data-lake", "rest-catalog"], + "tags": ["iceberg", "data-lake", "rest-catalog", "s3-watch"], "templating": { "list": [ { @@ -2373,6 +3147,90 @@ "skipUrlSync": false, "sort": 1, "type": "query" + }, + { + "allValue": ".*", + "current": { + "selected": true, + "text": "All", + "value": "$__all" + }, + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "definition": "label_values({__name__=~\"ice_watch_.+\"}, table)", + "hide": 0, + "includeAll": true, + "label": "Watch Table", + "multi": true, + "name": "watch_table", + "options": [], + "query": { + "query": "label_values({__name__=~\"ice_watch_.+\"}, table)", + "refId": "StandardVariableQuery" + }, + "refresh": 2, + "regex": "", + "skipUrlSync": false, + "sort": 1, + "type": "query" + }, + { + "allValue": ".*", + "current": { + "selected": true, + "text": "All", + "value": "$__all" + }, + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "definition": "label_values({__name__=~\"ice_watch_.+\", table=~\"$watch_table\"}, queue)", + "hide": 0, + "includeAll": true, + "label": "Watch Queue", + "multi": true, + "name": "watch_queue", + "options": [], + "query": { + "query": "label_values({__name__=~\"ice_watch_.+\", table=~\"$watch_table\"}, queue)", + "refId": "StandardVariableQuery" + }, + "refresh": 2, + "regex": "", + "skipUrlSync": false, + "sort": 1, + "type": "query" + }, + { + "allValue": ".*", + "current": { + "selected": true, + "text": "All", + "value": "$__all" + }, + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "definition": "label_values({__name__=~\"ice_watch_.+\"}, instance)", + "hide": 0, + "includeAll": true, + "label": "Watch Instance", + "multi": true, + "name": "watch_instance", + "options": [], + "query": { + "query": "label_values({__name__=~\"ice_watch_.+\"}, instance)", + "refId": "StandardVariableQuery" + }, + "refresh": 2, + "regex": "", + "skipUrlSync": false, + "sort": 1, + "type": "query" } ] }, diff --git a/examples/s3watch/test/docker-compose.yaml b/examples/s3watch/test/docker-compose.yaml index 601ed14..3bf72c4 100644 --- a/examples/s3watch/test/docker-compose.yaml +++ b/examples/s3watch/test/docker-compose.yaml @@ -1,6 +1,6 @@ services: elasticmq: - image: softwaremill/elasticmq-native:1.6.9 + image: softwaremill/elasticmq-native:1.6.15 restart: unless-stopped ports: - '9324:9324' # SQS API diff --git a/ice/src/main/java/com/altinity/ice/cli/Main.java b/ice/src/main/java/com/altinity/ice/cli/Main.java index f6143ad..480ebcb 100644 --- a/ice/src/main/java/com/altinity/ice/cli/Main.java +++ b/ice/src/main/java/com/altinity/ice/cli/Main.java @@ -420,6 +420,7 @@ void insert( if (!watchMode) { Insert.run(catalog, tableId, dataFiles, options); } else { + boolean metricsEnabled = false; if (!Strings.isNullOrEmpty(watchDebugAddr)) { JvmMetrics.builder().register(); @@ -432,10 +433,18 @@ void insert( throw new RuntimeException(e); // TODO: find a better one } logger.info("Serving http://{}/{metrics,healtz,livez,readyz}", debugHostAndPort); + metricsEnabled = true; } InsertWatch.run( - catalog, tableId, dataFiles, watch, watchFireOnce, createTableIfNotExists, options); + catalog, + tableId, + dataFiles, + watch, + watchFireOnce, + createTableIfNotExists, + options, + metricsEnabled); } } } diff --git a/ice/src/main/java/com/altinity/ice/cli/internal/cmd/InsertWatch.java b/ice/src/main/java/com/altinity/ice/cli/internal/cmd/InsertWatch.java index bfad50e..8059140 100644 --- a/ice/src/main/java/com/altinity/ice/cli/internal/cmd/InsertWatch.java +++ b/ice/src/main/java/com/altinity/ice/cli/internal/cmd/InsertWatch.java @@ -9,11 +9,13 @@ */ package com.altinity.ice.cli.internal.cmd; +import com.altinity.ice.cli.internal.metrics.InsertWatchMetrics; import com.altinity.ice.internal.io.Matcher; import com.fasterxml.jackson.core.JsonProcessingException; import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; import java.io.IOException; +import java.net.URI; import java.net.URLDecoder; import java.nio.charset.StandardCharsets; import java.time.Duration; @@ -31,6 +33,7 @@ import org.slf4j.LoggerFactory; import software.amazon.awssdk.core.exception.SdkException; import software.amazon.awssdk.services.sqs.SqsClient; +import software.amazon.awssdk.services.sqs.SqsClientBuilder; import software.amazon.awssdk.services.sqs.model.BatchResultErrorEntry; import software.amazon.awssdk.services.sqs.model.DeleteMessageBatchRequest; import software.amazon.awssdk.services.sqs.model.DeleteMessageBatchRequestEntry; @@ -52,6 +55,27 @@ public static void run( boolean createTableIfNotExists, Insert.Options options) throws IOException, InterruptedException { + run( + catalog, + nsTable, + input, + sqsQueueURL, + terminateAfterOneBatch, + createTableIfNotExists, + options, + false); + } + + public static void run( + RESTCatalog catalog, + TableIdentifier nsTable, + String[] input, + String sqsQueueURL, + boolean terminateAfterOneBatch, + boolean createTableIfNotExists, + Insert.Options options, + boolean metricsEnabled) + throws IOException, InterruptedException { if (!options.noCopy() || !options.skipDuplicates()) { throw new IllegalArgumentException( @@ -63,8 +87,14 @@ public static void run( } var matchers = Arrays.stream(input).map(Matcher::from).toList(); + logger.info("Watching for files matching: {}", Arrays.toString(input)); - final SqsClient sqs = SqsClient.builder().build(); + // Initialize metrics if enabled + InsertWatchMetrics metrics = metricsEnabled ? InsertWatchMetrics.getInstance() : null; + String tableLabel = nsTable.toString(); + String queueLabel = sqsQueueURL; + + final SqsClient sqs = buildSqsClient(sqsQueueURL); ReceiveMessageRequest req = ReceiveMessageRequest.builder() .queueUrl(sqsQueueURL) @@ -94,6 +124,10 @@ public static void run( var messages = sqs.receiveMessage(req).messages(); batch.addAll(messages); } catch (SdkException e) { + if (metrics != null) { + metrics.recordSqsReceiveError(tableLabel, queueLabel); + metrics.recordRetryAttempt(tableLabel, queueLabel); + } if (!e.retryable()) { throw e; // TODO: should we really? } @@ -112,17 +146,28 @@ public static void run( batch.addAll(tailMessages); } while (!tailMessages.isEmpty() && batch.size() < maxBatchSize); + if (metrics != null) { + metrics.recordMessagesReceived(tableLabel, queueLabel, batch.size()); + } + logger.info("Processing {} message(s)", batch.size()); // FIXME: handle files not found - var insertBatch = filter(batch, matchers); + var insertBatch = filter(batch, matchers, metrics, tableLabel, queueLabel); if (!insertBatch.isEmpty()) { logger.info("Inserting {}", insertBatch); try { Insert.run(catalog, nsTable, insertBatch.toArray(String[]::new), options); + if (metrics != null) { + metrics.recordFilesInserted(tableLabel, queueLabel, insertBatch.size()); + metrics.recordTransactionSuccess(tableLabel, queueLabel); + } } catch (NoSuchTableException e) { if (!createTableIfNotExists) { + if (metrics != null) { + metrics.recordTransactionFailed(tableLabel, queueLabel); + } throw e; } boolean retryInsert = true; @@ -139,6 +184,9 @@ public static void run( null); } catch (NotFoundException nfe) { if (!options.ignoreNotFound()) { + if (metrics != null) { + metrics.recordTransactionFailed(tableLabel, queueLabel); + } throw nfe; } logger.info("Table not created ({} don't exist)", insertBatch); @@ -146,16 +194,24 @@ public static void run( } if (retryInsert) { Insert.run(catalog, nsTable, insertBatch.toArray(String[]::new), options); + if (metrics != null) { + metrics.recordFilesInserted(tableLabel, queueLabel, insertBatch.size()); + metrics.recordTransactionSuccess(tableLabel, queueLabel); + } } } } - confirmProcessed(sqs, sqsQueueURL, batch); + confirmProcessed(sqs, sqsQueueURL, batch, metrics, tableLabel, queueLabel); } catch (InterruptedException e) { // terminate Thread.currentThread().interrupt(); throw new InterruptedException(); } catch (Exception e) { + if (metrics != null) { + metrics.recordTransactionFailed(tableLabel, queueLabel); + metrics.recordRetryAttempt(tableLabel, queueLabel); + } Duration delay = backoff.get(); logger.error("Failed to process batch of messages (retry in {})", delay, e); Thread.sleep(delay); @@ -166,7 +222,12 @@ public static void run( } while (!terminateAfterOneBatch); } - private static Collection filter(List messages, Collection matchers) { + private static Collection filter( + List messages, + Collection matchers, + InsertWatchMetrics metrics, + String tableLabel, + String queueLabel) { Collection r = new LinkedHashSet<>(); for (Message message : messages) { // Message body() example: @@ -193,23 +254,41 @@ private static Collection filter(List messages, Collection {}", eventName, target); // s3:ObjectCreated:{Put,Post,Copy,CompleteMultipartUpload} if (eventName.startsWith("ObjectCreated:")) { // TODO: exclude metadata/data dirs by default if (matchers.stream().anyMatch(matcher -> matcher.test(target))) { r.add(target); + if (metrics != null) { + metrics.recordEventMatched(tableLabel, queueLabel); + } + } else { + logger.info("Target did not match any input pattern: {}", target); + if (metrics != null) { + metrics.recordEventNotMatched(tableLabel, queueLabel); + } } } else { + if (metrics != null) { + metrics.recordEventSkipped(tableLabel, queueLabel); + } if (logger.isTraceEnabled()) { logger.trace("Message skipped: {} {}", eventName, target); } @@ -219,7 +298,13 @@ private static Collection filter(List messages, Collection messages) { + private static void confirmProcessed( + SqsClient sqs, + String sqsQueueURL, + List messages, + InsertWatchMetrics metrics, + String tableLabel, + String queueLabel) { int failedCount = 0; int len = messages.size(); for (int i = 0; i < len; i = i + 10) { @@ -228,6 +313,9 @@ private static void confirmProcessed(SqsClient sqs, String sqsQueueURL, List failed = res.failed(); failedCount += failed.size(); + if (metrics != null) { + metrics.recordSqsDeleteError(tableLabel, queueLabel, failed.size()); + } } } if (failedCount > 0) { @@ -252,4 +340,25 @@ private static DeleteMessageBatchResponse deleteMessageBatch( .toList()) .build()); } + + private static SqsClient buildSqsClient(String sqsQueueURL) { + SqsClientBuilder builder = SqsClient.builder(); + + // Extract endpoint from queue URL for non-AWS endpoints (e.g., ElasticMQ) + // AWS SQS URLs look like: https://sqs.us-east-1.amazonaws.com/123456789012/queue-name + // ElasticMQ URLs look like: http://localhost:9324/000000000000/queue-name + try { + URI uri = URI.create(sqsQueueURL); + String host = uri.getHost(); + if (host != null && !host.endsWith(".amazonaws.com")) { + URI endpoint = new URI(uri.getScheme(), null, host, uri.getPort(), null, null, null); + logger.info("Using custom SQS endpoint: {}", endpoint); + builder.endpointOverride(endpoint); + } + } catch (Exception e) { + logger.warn("Failed to parse SQS queue URL for endpoint extraction: {}", e.getMessage()); + } + + return builder.build(); + } } diff --git a/ice/src/main/java/com/altinity/ice/cli/internal/metrics/InsertWatchMetrics.java b/ice/src/main/java/com/altinity/ice/cli/internal/metrics/InsertWatchMetrics.java new file mode 100644 index 0000000..63f345f --- /dev/null +++ b/ice/src/main/java/com/altinity/ice/cli/internal/metrics/InsertWatchMetrics.java @@ -0,0 +1,263 @@ +/* + * Copyright (c) 2025 Altinity Inc and/or its affiliates. All rights reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + */ +package com.altinity.ice.cli.internal.metrics; + +import io.prometheus.metrics.core.metrics.Counter; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** + * Prometheus metrics for the InsertWatch (S3 watch) functionality. + * + *

This class uses a singleton pattern because Prometheus metrics can only be registered once per + * JVM. + */ +public class InsertWatchMetrics { + + private static final Logger logger = LoggerFactory.getLogger(InsertWatchMetrics.class); + + // Singleton instance + private static volatile InsertWatchMetrics instance; + private static final Object lock = new Object(); + + // ========================================================================== + // Metric Names + // ========================================================================== + + private static final String LABEL_TABLE = "table"; + private static final String LABEL_QUEUE = "queue"; + + private static final String[] WATCH_LABELS = {LABEL_TABLE, LABEL_QUEUE}; + + // Messages/Files processed + private static final String MESSAGES_RECEIVED_TOTAL_NAME = "ice_watch_messages_received_total"; + private static final String MESSAGES_RECEIVED_TOTAL_HELP = + "Total number of SQS messages received"; + + private static final String EVENTS_RECEIVED_TOTAL_NAME = "ice_watch_events_received_total"; + private static final String EVENTS_RECEIVED_TOTAL_HELP = + "Total number of S3 events received (one message may contain multiple events)"; + + private static final String EVENTS_MATCHED_TOTAL_NAME = "ice_watch_events_matched_total"; + private static final String EVENTS_MATCHED_TOTAL_HELP = + "Total number of S3 events that matched the pattern"; + + private static final String EVENTS_NOT_MATCHED_TOTAL_NAME = "ice_watch_events_not_matched_total"; + private static final String EVENTS_NOT_MATCHED_TOTAL_HELP = + "Total number of S3 events that did not match any input pattern"; + + private static final String EVENTS_SKIPPED_TOTAL_NAME = "ice_watch_events_skipped_total"; + private static final String EVENTS_SKIPPED_TOTAL_HELP = + "Total number of S3 events skipped (non-ObjectCreated events)"; + + // Files inserted + private static final String FILES_INSERTED_TOTAL_NAME = "ice_watch_files_inserted_total"; + private static final String FILES_INSERTED_TOTAL_HELP = + "Total number of files successfully inserted into the catalog"; + + // Transactions + private static final String TRANSACTIONS_TOTAL_NAME = "ice_watch_transactions_total"; + private static final String TRANSACTIONS_TOTAL_HELP = + "Total number of insert transactions committed"; + + private static final String TRANSACTIONS_FAILED_TOTAL_NAME = + "ice_watch_transactions_failed_total"; + private static final String TRANSACTIONS_FAILED_TOTAL_HELP = + "Total number of insert transactions that failed"; + + // Retry state + private static final String RETRY_ATTEMPTS_TOTAL_NAME = "ice_watch_retry_attempts_total"; + private static final String RETRY_ATTEMPTS_TOTAL_HELP = + "Total number of retry attempts due to failures"; + + // SQS errors + private static final String SQS_RECEIVE_ERRORS_TOTAL_NAME = "ice_watch_sqs_receive_errors_total"; + private static final String SQS_RECEIVE_ERRORS_TOTAL_HELP = + "Total number of errors when receiving messages from SQS"; + + private static final String SQS_DELETE_ERRORS_TOTAL_NAME = "ice_watch_sqs_delete_errors_total"; + private static final String SQS_DELETE_ERRORS_TOTAL_HELP = + "Total number of errors when deleting messages from SQS"; + + // Parse errors + private static final String MESSAGE_PARSE_ERRORS_TOTAL_NAME = + "ice_watch_message_parse_errors_total"; + private static final String MESSAGE_PARSE_ERRORS_TOTAL_HELP = + "Total number of message parsing errors"; + + // ========================================================================== + // Metrics + // ========================================================================== + + private final Counter messagesReceivedTotal; + private final Counter eventsReceivedTotal; + private final Counter eventsMatchedTotal; + private final Counter eventsNotMatchedTotal; + private final Counter eventsSkippedTotal; + private final Counter filesInsertedTotal; + private final Counter transactionsTotal; + private final Counter transactionsFailedTotal; + private final Counter retryAttemptsTotal; + private final Counter sqsReceiveErrorsTotal; + private final Counter sqsDeleteErrorsTotal; + private final Counter messageParseErrorsTotal; + + /** Returns the singleton instance of the metrics reporter. */ + public static InsertWatchMetrics getInstance() { + if (instance == null) { + synchronized (lock) { + if (instance == null) { + instance = new InsertWatchMetrics(); + } + } + } + return instance; + } + + private InsertWatchMetrics() { + this.messagesReceivedTotal = + Counter.builder() + .name(MESSAGES_RECEIVED_TOTAL_NAME) + .help(MESSAGES_RECEIVED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.eventsReceivedTotal = + Counter.builder() + .name(EVENTS_RECEIVED_TOTAL_NAME) + .help(EVENTS_RECEIVED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.eventsMatchedTotal = + Counter.builder() + .name(EVENTS_MATCHED_TOTAL_NAME) + .help(EVENTS_MATCHED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.eventsNotMatchedTotal = + Counter.builder() + .name(EVENTS_NOT_MATCHED_TOTAL_NAME) + .help(EVENTS_NOT_MATCHED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.eventsSkippedTotal = + Counter.builder() + .name(EVENTS_SKIPPED_TOTAL_NAME) + .help(EVENTS_SKIPPED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.filesInsertedTotal = + Counter.builder() + .name(FILES_INSERTED_TOTAL_NAME) + .help(FILES_INSERTED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.transactionsTotal = + Counter.builder() + .name(TRANSACTIONS_TOTAL_NAME) + .help(TRANSACTIONS_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.transactionsFailedTotal = + Counter.builder() + .name(TRANSACTIONS_FAILED_TOTAL_NAME) + .help(TRANSACTIONS_FAILED_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.retryAttemptsTotal = + Counter.builder() + .name(RETRY_ATTEMPTS_TOTAL_NAME) + .help(RETRY_ATTEMPTS_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.sqsReceiveErrorsTotal = + Counter.builder() + .name(SQS_RECEIVE_ERRORS_TOTAL_NAME) + .help(SQS_RECEIVE_ERRORS_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.sqsDeleteErrorsTotal = + Counter.builder() + .name(SQS_DELETE_ERRORS_TOTAL_NAME) + .help(SQS_DELETE_ERRORS_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + this.messageParseErrorsTotal = + Counter.builder() + .name(MESSAGE_PARSE_ERRORS_TOTAL_NAME) + .help(MESSAGE_PARSE_ERRORS_TOTAL_HELP) + .labelNames(WATCH_LABELS) + .register(); + + logger.info("InsertWatch Prometheus metrics initialized"); + } + + // ========================================================================== + // Public methods + // ========================================================================== + + public void recordMessagesReceived(String table, String queue, int count) { + messagesReceivedTotal.labelValues(table, queue).inc(count); + } + + public void recordEventsReceived(String table, String queue, int count) { + eventsReceivedTotal.labelValues(table, queue).inc(count); + } + + public void recordEventMatched(String table, String queue) { + eventsMatchedTotal.labelValues(table, queue).inc(); + } + + public void recordEventNotMatched(String table, String queue) { + eventsNotMatchedTotal.labelValues(table, queue).inc(); + } + + public void recordEventSkipped(String table, String queue) { + eventsSkippedTotal.labelValues(table, queue).inc(); + } + + public void recordFilesInserted(String table, String queue, int count) { + filesInsertedTotal.labelValues(table, queue).inc(count); + } + + public void recordTransactionSuccess(String table, String queue) { + transactionsTotal.labelValues(table, queue).inc(); + } + + public void recordTransactionFailed(String table, String queue) { + transactionsFailedTotal.labelValues(table, queue).inc(); + } + + public void recordRetryAttempt(String table, String queue) { + retryAttemptsTotal.labelValues(table, queue).inc(); + } + + public void recordSqsReceiveError(String table, String queue) { + sqsReceiveErrorsTotal.labelValues(table, queue).inc(); + } + + public void recordSqsDeleteError(String table, String queue, int count) { + sqsDeleteErrorsTotal.labelValues(table, queue).inc(count); + } + + public void recordMessageParseError(String table, String queue) { + messageParseErrorsTotal.labelValues(table, queue).inc(); + } +} From 18491d03ae2b318054f8c80c9e697417575318eb Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 9 Dec 2025 13:47:48 -0600 Subject: [PATCH 07/29] Added metrics for Maintenance. --- .../grafana/iceberg-metrics-dashboard.json | 931 ++++++++++++++++++ .../internal/maintenance/DataCompaction.java | 12 + .../maintenance/MaintenanceScheduler.java | 11 + .../internal/maintenance/OrphanCleanup.java | 19 + .../internal/metrics/MaintenanceMetrics.java | 263 +++++ 5 files changed, 1236 insertions(+) create mode 100644 ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index 8a378b1..44877ed 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -3042,6 +3042,937 @@ ], "title": "Errors Rate", "type": "timeseries" + }, + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 98 + }, + "id": 300, + "panels": [], + "title": "Maintenance", + "type": "row" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [ + { + "options": { + "0": { + "color": "green", + "index": 0, + "text": "Idle" + }, + "1": { + "color": "orange", + "index": 1, + "text": "Running" + } + }, + "type": "value" + } + ], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "orange", + "value": 1 + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 0, + "y": 99 + }, + "id": 301, + "options": { + "colorMode": "background", + "graphMode": "none", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "ice_maintenance_in_progress or vector(0)", + "legendFormat": "Status", + "refId": "A" + } + ], + "title": "Maintenance Status", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 4, + "y": 99 + }, + "id": 302, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_maintenance_runs_total{status=\"success\"}[$__range])) or vector(0)", + "legendFormat": "Success", + "refId": "A" + } + ], + "title": "Successful Runs", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "red", + "value": 1 + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 8, + "y": 99 + }, + "id": 303, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_maintenance_runs_total{status=\"failure\"}[$__range])) or vector(0)", + "legendFormat": "Failed", + "refId": "A" + } + ], + "title": "Failed Runs", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 12, + "y": 99 + }, + "id": 304, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_maintenance_orphan_files_deleted_total[$__range])) or vector(0)", + "legendFormat": "Deleted", + "refId": "A" + } + ], + "title": "Orphan Files Deleted", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 16, + "y": 99 + }, + "id": 305, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum(increase(ice_maintenance_compaction_files_merged_total[$__range])) or vector(0)", + "legendFormat": "Merged", + "refId": "A" + } + ], + "title": "Files Compacted", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "dateTimeFromNow" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 4, + "x": 20, + "y": 99 + }, + "id": 306, + "options": { + "colorMode": "value", + "graphMode": "none", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "max(ice_maintenance_last_run_timestamp) * 1000 or vector(0)", + "legendFormat": "Last Run", + "refId": "A" + } + ], + "title": "Last Maintenance Run", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "s" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 103 + }, + "id": 310, + "options": { + "legend": { + "calcs": ["mean", "max"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.50, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p50", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.95, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p95", + "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.99, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p99", + "refId": "C" + } + ], + "title": "Maintenance Duration", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*failure.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 103 + }, + "id": 311, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (status) (rate(ice_maintenance_runs_total[$__rate_interval]))", + "legendFormat": "{{status}}", + "refId": "A" + } + ], + "title": "Maintenance Run Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*Deleted.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "green", + "mode": "fixed" + } + } + ] + }, + { + "matcher": { + "id": "byRegexp", + "options": ".*Failed.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 111 + }, + "id": 312, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_orphan_files_found_total[$__rate_interval]))", + "legendFormat": "Found - {{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_orphan_files_deleted_total[$__rate_interval]))", + "legendFormat": "Deleted - {{table}}", + "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_orphan_delete_failures_total[$__rate_interval]))", + "legendFormat": "Failed - {{table}}", + "refId": "C" + } + ], + "title": "Orphan Cleanup Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "short" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 111 + }, + "id": 313, + "options": { + "legend": { + "calcs": ["sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_compaction_files_merged_total[$__rate_interval]))", + "legendFormat": "Merged - {{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_compaction_files_created_total[$__rate_interval]))", + "legendFormat": "Created - {{table}}", + "refId": "B" + } + ], + "title": "Compaction Files Rate", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 10, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "never", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "binBps" + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 24, + "x": 0, + "y": 119 + }, + "id": 314, + "options": { + "legend": { + "calcs": ["mean", "sum"], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "desc" + } + }, + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_compaction_bytes_read_total[$__rate_interval]))", + "legendFormat": "Read - {{table}}", + "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_compaction_bytes_written_total[$__rate_interval]))", + "legendFormat": "Written - {{table}}", + "refId": "B" + } + ], + "title": "Compaction Throughput", + "type": "timeseries" } ], "refresh": "30s", diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java index 55e23fe..fe5de42 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java @@ -13,6 +13,7 @@ import com.altinity.ice.cli.internal.iceberg.RecordComparator; import com.altinity.ice.internal.iceberg.io.SchemeFileIO; import com.altinity.ice.internal.strings.Strings; +import com.altinity.ice.rest.catalog.internal.metrics.MaintenanceMetrics; import java.io.IOException; import java.io.UncheckedIOException; import java.util.ArrayList; @@ -146,6 +147,8 @@ private void merge( FileIO tableIO = table.io(); Schema tableSchema = table.schema(); PartitionSpec tableSpec = table.spec(); + String tableName = table.name(); + MaintenanceMetrics maintenanceMetrics = MaintenanceMetrics.getInstance(); Transaction tx = table.newTransaction(); @@ -163,6 +166,10 @@ private void merge( return; } + // Calculate total bytes to read + long totalBytesToRead = dataFiles.stream().mapToLong(DataFile::fileSizeInBytes).sum(); + maintenanceMetrics.recordCompactionBytesRead(tableName, totalBytesToRead); + OutputFile outputFile = tableIO.newOutputFile(Strings.replacePrefix(dstDataFile, "s3://", "s3a://")); @@ -252,5 +259,10 @@ private void merge( delOp.commit(); tx.commitTransaction(); + + // Record metrics after successful commit + maintenanceMetrics.recordCompactionFilesMerged(tableName, dataFiles.size()); + maintenanceMetrics.recordCompactionFileCreated(tableName); + maintenanceMetrics.recordCompactionBytesWritten(tableName, dataFileSizeInBytes); } } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java index 2840415..c7210a8 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java @@ -9,6 +9,7 @@ */ package com.altinity.ice.rest.catalog.internal.maintenance; +import com.altinity.ice.rest.catalog.internal.metrics.MaintenanceMetrics; import com.github.shyiko.skedule.Schedule; import java.time.ZonedDateTime; import java.util.concurrent.ScheduledExecutorService; @@ -74,22 +75,32 @@ private void scheduleNextMaintenance() { } public void performMaintenance() { + MaintenanceMetrics metrics = MaintenanceMetrics.getInstance(); + if (isMaintenanceMode.get()) { logger.info("Skipping maintenance task as system is already in maintenance mode"); + metrics.recordMaintenanceSkipped(); return; } + long startTime = System.nanoTime(); + boolean success = false; + try { logger.info("Starting scheduled maintenance task"); setMaintenanceMode(true); + metrics.recordMaintenanceStarted(); maintenanceRunner.run(); logger.info("Scheduled maintenance task completed successfully"); + success = true; } catch (Exception e) { logger.error("Error during scheduled maintenance task", e); } finally { setMaintenanceMode(false); + double durationSecs = (System.nanoTime() - startTime) / 1_000_000_000.0; + metrics.recordMaintenanceCompleted(success, durationSecs); } } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/OrphanCleanup.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/OrphanCleanup.java index 94c28ab..e03f3b4 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/OrphanCleanup.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/OrphanCleanup.java @@ -11,6 +11,7 @@ import com.altinity.ice.internal.iceberg.io.SchemeFileIO; import com.altinity.ice.internal.io.Matcher; +import com.altinity.ice.rest.catalog.internal.metrics.MaintenanceMetrics; import java.io.IOException; import java.io.UncheckedIOException; import java.util.ArrayDeque; @@ -21,6 +22,7 @@ import java.util.Set; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; +import java.util.concurrent.atomic.AtomicInteger; import org.apache.iceberg.BaseTable; import org.apache.iceberg.DataFile; import org.apache.iceberg.ManifestFile; @@ -47,6 +49,8 @@ public record OrphanCleanup(long olderThanMillis, Matcher whitelist, boolean dry @Override public void perform(Table table) throws IOException { String location = table.location(); + String tableName = table.name(); + MaintenanceMetrics metrics = MaintenanceMetrics.getInstance(); logger.info("Searching for orphaned files at {}", location); @@ -64,6 +68,10 @@ public void perform(Table table) throws IOException { logger.info("Found {} orphaned file(s) ({} excluded)", orphanedFiles.size(), excluded); + // Record metrics + metrics.recordOrphanFilesFound(tableName, orphanedFiles.size() + excluded); + metrics.recordOrphanFilesExcluded(tableName, excluded); + if (orphanedFiles.isEmpty()) { return; } @@ -71,6 +79,9 @@ public void perform(Table table) throws IOException { if (!dryRun) { FileIO tableIO = table.io(); + AtomicInteger deletedCount = new AtomicInteger(0); + AtomicInteger failedCount = new AtomicInteger(0); + int numThreads = Math.min(8, orphanedFiles.size()); try (ExecutorService executor = Executors.newFixedThreadPool(numThreads)) { orphanedFiles.forEach( @@ -80,13 +91,21 @@ public void perform(Table table) throws IOException { try { logger.info("Deleting {}", file); tableIO.deleteFile(file); + deletedCount.incrementAndGet(); return file; } catch (Exception e) { logger.warn("Failed to delete file {}", file, e); + failedCount.incrementAndGet(); return null; } })); } + + // Record deletion metrics + metrics.recordOrphanFilesDeleted(tableName, deletedCount.get()); + for (int i = 0; i < failedCount.get(); i++) { + metrics.recordOrphanDeleteFailure(tableName); + } } else { orphanedFiles.stream().sorted().forEach(file -> logger.info("To be deleted: {}", file)); } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java new file mode 100644 index 0000000..53c889a --- /dev/null +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java @@ -0,0 +1,263 @@ +/* + * Copyright (c) 2025 Altinity Inc and/or its affiliates. All rights reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + */ +package com.altinity.ice.rest.catalog.internal.metrics; + +import io.prometheus.metrics.core.metrics.Counter; +import io.prometheus.metrics.core.metrics.Gauge; +import io.prometheus.metrics.core.metrics.Histogram; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +public class MaintenanceMetrics { + + private static final Logger logger = LoggerFactory.getLogger(MaintenanceMetrics.class); + + private static volatile MaintenanceMetrics instance; + private static final Object lock = new Object(); + + // ========================================================================== + // Labels + // ========================================================================== + + private static final String LABEL_STATUS = "status"; + private static final String LABEL_TABLE = "table"; + + private static final String[] STATUS_LABELS = {LABEL_STATUS}; + + // ========================================================================== + // General Maintenance Metrics + // ========================================================================== + + private static final String RUNS_TOTAL_NAME = "ice_maintenance_runs_total"; + private static final String RUNS_TOTAL_HELP = "Total number of maintenance runs"; + + private static final String DURATION_SECONDS_NAME = "ice_maintenance_duration_seconds"; + private static final String DURATION_SECONDS_HELP = "Duration of maintenance run in seconds"; + + private static final String IN_PROGRESS_NAME = "ice_maintenance_in_progress"; + private static final String IN_PROGRESS_HELP = + "Whether maintenance is currently running (1 = running, 0 = idle)"; + + private static final String LAST_RUN_TIMESTAMP_NAME = "ice_maintenance_last_run_timestamp"; + private static final String LAST_RUN_TIMESTAMP_HELP = + "Unix timestamp of the last maintenance run"; + + private static final String SKIPPED_TOTAL_NAME = "ice_maintenance_skipped_total"; + private static final String SKIPPED_TOTAL_HELP = + "Times maintenance was skipped (already in maintenance mode)"; + + private static final String ORPHAN_FILES_FOUND_TOTAL_NAME = + "ice_maintenance_orphan_files_found_total"; + private static final String ORPHAN_FILES_FOUND_TOTAL_HELP = "Total orphaned files discovered"; + + private static final String ORPHAN_FILES_DELETED_TOTAL_NAME = + "ice_maintenance_orphan_files_deleted_total"; + private static final String ORPHAN_FILES_DELETED_TOTAL_HELP = + "Total orphaned files successfully deleted"; + + private static final String ORPHAN_FILES_EXCLUDED_TOTAL_NAME = + "ice_maintenance_orphan_files_excluded_total"; + private static final String ORPHAN_FILES_EXCLUDED_TOTAL_HELP = "Files excluded by whitelist"; + + private static final String ORPHAN_DELETE_FAILURES_TOTAL_NAME = + "ice_maintenance_orphan_delete_failures_total"; + private static final String ORPHAN_DELETE_FAILURES_TOTAL_HELP = "Files that failed to delete"; + + private static final String COMPACTION_FILES_MERGED_TOTAL_NAME = + "ice_maintenance_compaction_files_merged_total"; + private static final String COMPACTION_FILES_MERGED_TOTAL_HELP = "Total input files merged"; + + private static final String COMPACTION_FILES_CREATED_TOTAL_NAME = + "ice_maintenance_compaction_files_created_total"; + private static final String COMPACTION_FILES_CREATED_TOTAL_HELP = + "Total output files created after merge"; + + private static final String COMPACTION_BYTES_READ_TOTAL_NAME = + "ice_maintenance_compaction_bytes_read_total"; + private static final String COMPACTION_BYTES_READ_TOTAL_HELP = + "Total bytes read during compaction"; + + private static final String COMPACTION_BYTES_WRITTEN_TOTAL_NAME = + "ice_maintenance_compaction_bytes_written_total"; + private static final String COMPACTION_BYTES_WRITTEN_TOTAL_HELP = + "Total bytes written during compaction"; + + private static final double[] DURATION_BUCKETS = { + 0.1, 0.5, 1, 5, 10, 30, 60, 120, 300, 600, 1800, 3600 + }; + + // General + private final Counter runsTotal; + private final Histogram durationSeconds; + private final Gauge inProgress; + private final Gauge lastRunTimestamp; + private final Counter skippedTotal; + + // Orphan Cleanup + private final Counter orphanFilesFoundTotal; + private final Counter orphanFilesDeletedTotal; + private final Counter orphanFilesExcludedTotal; + private final Counter orphanDeleteFailuresTotal; + + // Data Compaction + private final Counter compactionFilesMergedTotal; + private final Counter compactionFilesCreatedTotal; + private final Counter compactionBytesReadTotal; + private final Counter compactionBytesWrittenTotal; + + /** Returns the singleton instance of the metrics. */ + public static MaintenanceMetrics getInstance() { + if (instance == null) { + synchronized (lock) { + if (instance == null) { + instance = new MaintenanceMetrics(); + } + } + } + return instance; + } + + private MaintenanceMetrics() { + // General maintenance metrics + this.runsTotal = + Counter.builder() + .name(RUNS_TOTAL_NAME) + .help(RUNS_TOTAL_HELP) + .labelNames(STATUS_LABELS) + .register(); + + this.durationSeconds = + Histogram.builder() + .name(DURATION_SECONDS_NAME) + .help(DURATION_SECONDS_HELP) + .classicUpperBounds(DURATION_BUCKETS) + .register(); + + this.inProgress = Gauge.builder().name(IN_PROGRESS_NAME).help(IN_PROGRESS_HELP).register(); + + this.lastRunTimestamp = + Gauge.builder() + .name(LAST_RUN_TIMESTAMP_NAME) + .help(LAST_RUN_TIMESTAMP_HELP) + .labelNames(STATUS_LABELS) + .register(); + + this.skippedTotal = + Counter.builder().name(SKIPPED_TOTAL_NAME).help(SKIPPED_TOTAL_HELP).register(); + + // Orphan cleanup metrics + this.orphanFilesFoundTotal = + Counter.builder() + .name(ORPHAN_FILES_FOUND_TOTAL_NAME) + .help(ORPHAN_FILES_FOUND_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + this.orphanFilesDeletedTotal = + Counter.builder() + .name(ORPHAN_FILES_DELETED_TOTAL_NAME) + .help(ORPHAN_FILES_DELETED_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + this.orphanFilesExcludedTotal = + Counter.builder() + .name(ORPHAN_FILES_EXCLUDED_TOTAL_NAME) + .help(ORPHAN_FILES_EXCLUDED_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + this.orphanDeleteFailuresTotal = + Counter.builder() + .name(ORPHAN_DELETE_FAILURES_TOTAL_NAME) + .help(ORPHAN_DELETE_FAILURES_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + // Data compaction metrics + this.compactionFilesMergedTotal = + Counter.builder() + .name(COMPACTION_FILES_MERGED_TOTAL_NAME) + .help(COMPACTION_FILES_MERGED_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + this.compactionFilesCreatedTotal = + Counter.builder() + .name(COMPACTION_FILES_CREATED_TOTAL_NAME) + .help(COMPACTION_FILES_CREATED_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + this.compactionBytesReadTotal = + Counter.builder() + .name(COMPACTION_BYTES_READ_TOTAL_NAME) + .help(COMPACTION_BYTES_READ_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + this.compactionBytesWrittenTotal = + Counter.builder() + .name(COMPACTION_BYTES_WRITTEN_TOTAL_NAME) + .help(COMPACTION_BYTES_WRITTEN_TOTAL_HELP) + .labelNames(LABEL_TABLE) + .register(); + + logger.info("Maintenance Prometheus metrics initialized"); + } + + public void recordMaintenanceStarted() { + inProgress.set(1.0); + } + + public void recordMaintenanceCompleted(boolean success, double durationSecs) { + String status = success ? "success" : "failure"; + runsTotal.labelValues(status).inc(); + durationSeconds.observe(durationSecs); + lastRunTimestamp.labelValues(status).set(System.currentTimeMillis() / 1000.0); + inProgress.set(0.0); + } + + public void recordMaintenanceSkipped() { + skippedTotal.inc(); + } + + public void recordOrphanFilesFound(String table, int count) { + orphanFilesFoundTotal.labelValues(table).inc(count); + } + + public void recordOrphanFilesDeleted(String table, int count) { + orphanFilesDeletedTotal.labelValues(table).inc(count); + } + + public void recordOrphanFilesExcluded(String table, int count) { + orphanFilesExcludedTotal.labelValues(table).inc(count); + } + + public void recordOrphanDeleteFailure(String table) { + orphanDeleteFailuresTotal.labelValues(table).inc(); + } + + public void recordCompactionFilesMerged(String table, int count) { + compactionFilesMergedTotal.labelValues(table).inc(count); + } + + public void recordCompactionFileCreated(String table) { + compactionFilesCreatedTotal.labelValues(table).inc(); + } + + public void recordCompactionBytesRead(String table, long bytes) { + compactionBytesReadTotal.labelValues(table).inc(bytes); + } + + public void recordCompactionBytesWritten(String table, long bytes) { + compactionBytesWrittenTotal.labelValues(table).inc(bytes); + } +} From 3ce34665d985aab1e5c239b7f60c444de69a8968 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Thu, 11 Dec 2025 12:38:45 -0600 Subject: [PATCH 08/29] Renamed metrics as it collides with prometheus reserved names. --- .../grafana/iceberg-metrics-dashboard.json | 2 +- .../internal/maintenance/DataCompaction.java | 2 +- .../maintenance/MaintenanceScheduler.java | 22 +++++++++++-------- .../internal/metrics/MaintenanceMetrics.java | 20 ++++++++--------- 4 files changed, 25 insertions(+), 21 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index 44877ed..e4ffb12 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -3868,7 +3868,7 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_files_created_total[$__rate_interval]))", + "expr": "sum by (table) (rate(ice_maintenance_compaction_output_files_total[$__rate_interval]))", "legendFormat": "Created - {{table}}", "refId": "B" } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java index fe5de42..df7c4c4 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/DataCompaction.java @@ -262,7 +262,7 @@ private void merge( // Record metrics after successful commit maintenanceMetrics.recordCompactionFilesMerged(tableName, dataFiles.size()); - maintenanceMetrics.recordCompactionFileCreated(tableName); + maintenanceMetrics.recordCompactionOutputFile(tableName); maintenanceMetrics.recordCompactionBytesWritten(tableName, dataFileSizeInBytes); } } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java index c7210a8..107c772 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/maintenance/MaintenanceScheduler.java @@ -75,18 +75,20 @@ private void scheduleNextMaintenance() { } public void performMaintenance() { - MaintenanceMetrics metrics = MaintenanceMetrics.getInstance(); - - if (isMaintenanceMode.get()) { - logger.info("Skipping maintenance task as system is already in maintenance mode"); - metrics.recordMaintenanceSkipped(); - return; - } long startTime = System.nanoTime(); boolean success = false; - + MaintenanceMetrics metrics = null; try { + + metrics = MaintenanceMetrics.getInstance(); + + if (isMaintenanceMode.get()) { + logger.info("Skipping maintenance task as system is already in maintenance mode"); + metrics.recordMaintenanceSkipped(); + return; + } + logger.info("Starting scheduled maintenance task"); setMaintenanceMode(true); metrics.recordMaintenanceStarted(); @@ -100,7 +102,9 @@ public void performMaintenance() { } finally { setMaintenanceMode(false); double durationSecs = (System.nanoTime() - startTime) / 1_000_000_000.0; - metrics.recordMaintenanceCompleted(success, durationSecs); + if (metrics != null) { + metrics.recordMaintenanceCompleted(success, durationSecs); + } } } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java index 53c889a..7e3688e 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java @@ -74,10 +74,10 @@ public class MaintenanceMetrics { "ice_maintenance_compaction_files_merged_total"; private static final String COMPACTION_FILES_MERGED_TOTAL_HELP = "Total input files merged"; - private static final String COMPACTION_FILES_CREATED_TOTAL_NAME = - "ice_maintenance_compaction_files_created_total"; - private static final String COMPACTION_FILES_CREATED_TOTAL_HELP = - "Total output files created after merge"; + private static final String COMPACTION_OUTPUT_FILES_TOTAL_NAME = + "ice_maintenance_compaction_output_files_total"; + private static final String COMPACTION_OUTPUT_FILES_TOTAL_HELP = + "Total output files produced after merge"; private static final String COMPACTION_BYTES_READ_TOTAL_NAME = "ice_maintenance_compaction_bytes_read_total"; @@ -108,7 +108,7 @@ public class MaintenanceMetrics { // Data Compaction private final Counter compactionFilesMergedTotal; - private final Counter compactionFilesCreatedTotal; + private final Counter compactionOutputFilesTotal; private final Counter compactionBytesReadTotal; private final Counter compactionBytesWrittenTotal; @@ -189,10 +189,10 @@ private MaintenanceMetrics() { .labelNames(LABEL_TABLE) .register(); - this.compactionFilesCreatedTotal = + this.compactionOutputFilesTotal = Counter.builder() - .name(COMPACTION_FILES_CREATED_TOTAL_NAME) - .help(COMPACTION_FILES_CREATED_TOTAL_HELP) + .name(COMPACTION_OUTPUT_FILES_TOTAL_NAME) + .help(COMPACTION_OUTPUT_FILES_TOTAL_HELP) .labelNames(LABEL_TABLE) .register(); @@ -249,8 +249,8 @@ public void recordCompactionFilesMerged(String table, int count) { compactionFilesMergedTotal.labelValues(table).inc(count); } - public void recordCompactionFileCreated(String table) { - compactionFilesCreatedTotal.labelValues(table).inc(); + public void recordCompactionOutputFile(String table) { + compactionOutputFilesTotal.labelValues(table).inc(); } public void recordCompactionBytesRead(String table, long bytes) { From 5d0b79f5b12f3faa3043e2b6bee932924b739102 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Mon, 15 Dec 2025 17:59:25 -0600 Subject: [PATCH 09/29] Update dashboard for metrics. --- .../grafana/iceberg-metrics-dashboard.json | 86 ++++++++++++++++++- .../internal/metrics/MaintenanceMetrics.java | 10 +++ 2 files changed, 95 insertions(+), 1 deletion(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index e4ffb12..43a728a 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -3202,6 +3202,7 @@ "color": { "mode": "palette-classic" }, + "decimals": 0, "mappings": [], "thresholds": { "mode": "absolute", @@ -3428,6 +3429,89 @@ "title": "Last Maintenance Run", "type": "stat" }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "description": "Shows how long maintenance has been running. Use this for alerting if maintenance is stuck (e.g., alert if > 1 hour).", + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "mappings": [ + { + "options": { + "match": "null", + "result": { + "color": "green", + "index": 0, + "text": "Not Running" + } + }, + "type": "special" + } + ], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "yellow", + "value": 300 + }, + { + "color": "orange", + "value": 1800 + }, + { + "color": "red", + "value": 3600 + } + ] + }, + "unit": "s" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 8, + "x": 0, + "y": 103 + }, + "id": 307, + "options": { + "colorMode": "background", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": ["lastNotNull"], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.0.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "(time() - ice_maintenance_start_timestamp) * (ice_maintenance_in_progress == 1) * (ice_maintenance_start_timestamp > 0)", + "legendFormat": "Duration", + "refId": "A" + } + ], + "title": "Current Maintenance Duration", + "type": "stat" + }, { "datasource": { "type": "prometheus", @@ -3488,7 +3572,7 @@ "h": 8, "w": 12, "x": 0, - "y": 103 + "y": 107 }, "id": 310, "options": { diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java index 7e3688e..59cadcb 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/MaintenanceMetrics.java @@ -49,6 +49,10 @@ public class MaintenanceMetrics { private static final String LAST_RUN_TIMESTAMP_HELP = "Unix timestamp of the last maintenance run"; + private static final String START_TIMESTAMP_NAME = "ice_maintenance_start_timestamp"; + private static final String START_TIMESTAMP_HELP = + "Unix timestamp when current maintenance started (0 if not running)"; + private static final String SKIPPED_TOTAL_NAME = "ice_maintenance_skipped_total"; private static final String SKIPPED_TOTAL_HELP = "Times maintenance was skipped (already in maintenance mode)"; @@ -98,6 +102,7 @@ public class MaintenanceMetrics { private final Histogram durationSeconds; private final Gauge inProgress; private final Gauge lastRunTimestamp; + private final Gauge startTimestamp; private final Counter skippedTotal; // Orphan Cleanup @@ -149,6 +154,9 @@ private MaintenanceMetrics() { .labelNames(STATUS_LABELS) .register(); + this.startTimestamp = + Gauge.builder().name(START_TIMESTAMP_NAME).help(START_TIMESTAMP_HELP).register(); + this.skippedTotal = Counter.builder().name(SKIPPED_TOTAL_NAME).help(SKIPPED_TOTAL_HELP).register(); @@ -215,6 +223,7 @@ private MaintenanceMetrics() { public void recordMaintenanceStarted() { inProgress.set(1.0); + startTimestamp.set(System.currentTimeMillis() / 1000.0); } public void recordMaintenanceCompleted(boolean success, double durationSecs) { @@ -223,6 +232,7 @@ public void recordMaintenanceCompleted(boolean success, double durationSecs) { durationSeconds.observe(durationSecs); lastRunTimestamp.labelValues(status).set(System.currentTimeMillis() / 1000.0); inProgress.set(0.0); + startTimestamp.set(0.0); } public void recordMaintenanceSkipped() { From 99d8d3db4505a2ce4916b4e5d83040d4232c7dfc Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Mon, 15 Dec 2025 18:01:33 -0600 Subject: [PATCH 10/29] Update dashboard for metrics. --- .../grafana/iceberg-metrics-dashboard.json | 689 +++++++++--------- 1 file changed, 350 insertions(+), 339 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index 43a728a..c779767 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -18,8 +18,9 @@ "editable": true, "fiscalYearStartMonth": 0, "graphTooltip": 1, - "id": null, + "id": 2, "links": [], + "liveNow": false, "panels": [ { "collapsed": false, @@ -71,21 +72,25 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum(increase(iceberg_scans_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__range])) or vector(0)", + "editorMode": "code", + "expr": "sum(increase(iceberg_scans_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__range]))", "legendFormat": "Scans", + "range": true, "refId": "A" } ], @@ -95,7 +100,7 @@ { "datasource": { "type": "prometheus", - "uid": "${datasource}" + "uid": "PBFA97CFB590B2093" }, "fieldConfig": { "defaults": { @@ -129,21 +134,25 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", - "uid": "${datasource}" + "uid": "PBFA97CFB590B2093" }, - "expr": "sum(increase(iceberg_commits_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__range])) or vector(0)", + "editorMode": "code", + "expr": "sum(iceberg_commits_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"})", "legendFormat": "Commits", + "range": true, "refId": "A" } ], @@ -191,13 +200,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -215,65 +226,7 @@ { "datasource": { "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "bytes" - }, - "overrides": [] - }, - "gridPos": { - "h": 4, - "w": 4, - "x": 12, - "y": 1 - }, - "id": 4, - "options": { - "colorMode": "value", - "graphMode": "area", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { - "calcs": ["lastNotNull"], - "fields": "", - "values": false - }, - "textMode": "auto" - }, - "pluginVersion": "10.0.0", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum(increase(iceberg_scan_total_file_size_bytes{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__range])) or vector(0)", - "legendFormat": "Bytes Scanned", - "refId": "A" - } - ], - "title": "Data Scanned", - "type": "stat" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" + "uid": "PBFA97CFB590B2093" }, "fieldConfig": { "defaults": { @@ -307,105 +260,31 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", - "uid": "${datasource}" + "uid": "PBFA97CFB590B2093" }, - "expr": "sum(increase(iceberg_commit_added_records_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__range])) or vector(0)", + "editorMode": "code", + "expr": "sum(iceberg_commit_added_records_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"})", "legendFormat": "Records Added", + "range": true, "refId": "A" } ], "title": "Records Added", "type": "stat" }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "mappings": [ - { - "options": { - "0": { - "color": "red", - "index": 1, - "text": "Inactive" - }, - "1": { - "color": "green", - "index": 0, - "text": "Active" - } - }, - "type": "value" - } - ], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "red", - "value": null - }, - { - "color": "green", - "value": 1 - } - ] - }, - "unit": "short" - }, - "overrides": [] - }, - "gridPos": { - "h": 4, - "w": 4, - "x": 20, - "y": 1 - }, - "id": 6, - "options": { - "colorMode": "value", - "graphMode": "none", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { - "calcs": ["lastNotNull"], - "fields": "", - "values": false - }, - "textMode": "auto" - }, - "pluginVersion": "10.0.0", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "iceberg_metrics_reporter_active or vector(0)", - "legendFormat": "Reporter Status", - "refId": "A" - } - ], - "title": "Metrics Reporter", - "type": "stat" - }, { "datasource": { "type": "prometheus", @@ -471,7 +350,9 @@ "id": 7, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -560,7 +441,9 @@ "id": 8, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -662,7 +545,10 @@ "id": 10, "options": { "legend": { - "calcs": ["mean", "max"], + "calcs": [ + "mean", + "max" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -769,7 +655,10 @@ "id": 11, "options": { "legend": { - "calcs": ["mean", "max"], + "calcs": [ + "mean", + "max" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -867,7 +756,9 @@ "id": 12, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -883,8 +774,10 @@ "type": "prometheus", "uid": "${datasource}" }, + "editorMode": "code", "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_scanned_data_manifests{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", "legendFormat": "Scanned - {{catalog}}.{{namespace}}.{{table}}", + "range": true, "refId": "A" }, { @@ -965,7 +858,10 @@ "id": 13, "options": { "legend": { - "calcs": ["mean", "sum"], + "calcs": [ + "mean", + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1067,7 +963,10 @@ "id": 20, "options": { "legend": { - "calcs": ["mean", "max"], + "calcs": [ + "mean", + "max" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1174,7 +1073,9 @@ "id": 21, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1272,7 +1173,9 @@ "id": 22, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1370,7 +1273,10 @@ "id": 23, "options": { "legend": { - "calcs": ["mean", "sum"], + "calcs": [ + "mean", + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1472,7 +1378,9 @@ "id": 30, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1570,7 +1478,9 @@ "id": 31, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -1653,13 +1563,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -1719,13 +1631,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -1777,13 +1691,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -1843,13 +1759,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -1929,7 +1847,9 @@ "id": 44, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -2049,7 +1969,9 @@ "id": 45, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -2138,7 +2060,10 @@ "id": 46, "options": { "legend": { - "calcs": ["mean", "max"], + "calcs": [ + "mean", + "max" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -2245,7 +2170,9 @@ "id": 47, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -2319,13 +2246,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -2377,13 +2306,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -2435,13 +2366,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -2497,13 +2430,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -2559,13 +2494,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -2645,7 +2582,9 @@ "id": 210, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -2752,7 +2691,9 @@ "id": 211, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -2857,7 +2798,9 @@ "id": 212, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -3001,7 +2944,9 @@ "id": 213, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -3113,21 +3058,25 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, - "expr": "ice_maintenance_in_progress or vector(0)", + "editorMode": "code", + "expr": "ice_maintenance_in_progress", "legendFormat": "Status", + "range": true, "refId": "A" } ], @@ -3171,13 +3120,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -3234,13 +3185,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -3292,13 +3245,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -3350,13 +3305,15 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { @@ -3408,21 +3365,25 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, - "expr": "max(ice_maintenance_last_run_timestamp) * 1000 or vector(0)", + "editorMode": "code", + "expr": "max(ice_maintenance_last_run_timestamp) * 1000", "legendFormat": "Last Run", + "range": true, "refId": "A" } ], @@ -3491,21 +3452,25 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": ["lastNotNull"], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, "textMode": "auto" }, - "pluginVersion": "10.0.0", + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", "uid": "${datasource}" }, - "expr": "(time() - ice_maintenance_start_timestamp) * (ice_maintenance_in_progress == 1) * (ice_maintenance_start_timestamp > 0)", + "editorMode": "code", + "expr": "(time() - ice_maintenance_start_timestamp)", "legendFormat": "Duration", + "range": true, "refId": "A" } ], @@ -3564,20 +3529,38 @@ } ] }, - "unit": "s" + "unit": "short" }, - "overrides": [] + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*failure.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] }, "gridPos": { "h": 8, "w": 12, - "x": 0, - "y": 107 + "x": 12, + "y": 103 }, - "id": 310, + "id": 311, "options": { "legend": { - "calcs": ["mean", "max"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -3593,30 +3576,12 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "histogram_quantile(0.50, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", - "legendFormat": "p50", + "expr": "sum by (status) (rate(ice_maintenance_runs_total[$__rate_interval]))", + "legendFormat": "{{status}}", "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "histogram_quantile(0.95, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", - "legendFormat": "p95", - "refId": "B" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "histogram_quantile(0.99, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", - "legendFormat": "p99", - "refId": "C" } ], - "title": "Maintenance Duration", + "title": "Maintenance Run Rate", "type": "timeseries" }, { @@ -3671,36 +3636,23 @@ } ] }, - "unit": "short" + "unit": "s" }, - "overrides": [ - { - "matcher": { - "id": "byRegexp", - "options": ".*failure.*" - }, - "properties": [ - { - "id": "color", - "value": { - "fixedColor": "red", - "mode": "fixed" - } - } - ] - } - ] + "overrides": [] }, "gridPos": { "h": 8, "w": 12, - "x": 12, - "y": 103 + "x": 0, + "y": 107 }, - "id": 311, + "id": 310, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "mean", + "max" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -3716,12 +3668,30 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum by (status) (rate(ice_maintenance_runs_total[$__rate_interval]))", - "legendFormat": "{{status}}", + "expr": "histogram_quantile(0.50, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p50", "refId": "A" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.95, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p95", + "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.99, sum by (le) (rate(ice_maintenance_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p99", + "refId": "C" } ], - "title": "Maintenance Run Rate", + "title": "Maintenance Duration", "type": "timeseries" }, { @@ -3778,49 +3748,20 @@ }, "unit": "short" }, - "overrides": [ - { - "matcher": { - "id": "byRegexp", - "options": ".*Deleted.*" - }, - "properties": [ - { - "id": "color", - "value": { - "fixedColor": "green", - "mode": "fixed" - } - } - ] - }, - { - "matcher": { - "id": "byRegexp", - "options": ".*Failed.*" - }, - "properties": [ - { - "id": "color", - "value": { - "fixedColor": "red", - "mode": "fixed" - } - } - ] - } - ] + "overrides": [] }, "gridPos": { "h": 8, "w": 12, - "x": 0, + "x": 12, "y": 111 }, - "id": 312, + "id": 313, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -3836,8 +3777,8 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum by (table) (rate(ice_maintenance_orphan_files_found_total[$__rate_interval]))", - "legendFormat": "Found - {{table}}", + "expr": "sum by (table) (rate(ice_maintenance_compaction_files_merged_total[$__rate_interval]))", + "legendFormat": "Merged - {{table}}", "refId": "A" }, { @@ -3845,21 +3786,12 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum by (table) (rate(ice_maintenance_orphan_files_deleted_total[$__rate_interval]))", - "legendFormat": "Deleted - {{table}}", + "expr": "sum by (table) (rate(ice_maintenance_compaction_output_files_total[$__rate_interval]))", + "legendFormat": "Created - {{table}}", "refId": "B" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (table) (rate(ice_maintenance_orphan_delete_failures_total[$__rate_interval]))", - "legendFormat": "Failed - {{table}}", - "refId": "C" } ], - "title": "Orphan Cleanup Rate", + "title": "Compaction Files Rate", "type": "timeseries" }, { @@ -3916,18 +3848,51 @@ }, "unit": "short" }, - "overrides": [] + "overrides": [ + { + "matcher": { + "id": "byRegexp", + "options": ".*Deleted.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "green", + "mode": "fixed" + } + } + ] + }, + { + "matcher": { + "id": "byRegexp", + "options": ".*Failed.*" + }, + "properties": [ + { + "id": "color", + "value": { + "fixedColor": "red", + "mode": "fixed" + } + } + ] + } + ] }, "gridPos": { "h": 8, "w": 12, - "x": 12, - "y": 111 + "x": 0, + "y": 115 }, - "id": 313, + "id": 312, "options": { "legend": { - "calcs": ["sum"], + "calcs": [ + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -3943,8 +3908,8 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_files_merged_total[$__rate_interval]))", - "legendFormat": "Merged - {{table}}", + "expr": "sum by (table) (rate(ice_maintenance_orphan_files_found_total[$__rate_interval]))", + "legendFormat": "Found - {{table}}", "refId": "A" }, { @@ -3952,12 +3917,21 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_output_files_total[$__rate_interval]))", - "legendFormat": "Created - {{table}}", + "expr": "sum by (table) (rate(ice_maintenance_orphan_files_deleted_total[$__rate_interval]))", + "legendFormat": "Deleted - {{table}}", "refId": "B" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "sum by (table) (rate(ice_maintenance_orphan_delete_failures_total[$__rate_interval]))", + "legendFormat": "Failed - {{table}}", + "refId": "C" } ], - "title": "Compaction Files Rate", + "title": "Orphan Cleanup Rate", "type": "timeseries" }, { @@ -4020,12 +3994,15 @@ "h": 8, "w": 24, "x": 0, - "y": 119 + "y": 123 }, "id": 314, "options": { "legend": { - "calcs": ["mean", "sum"], + "calcs": [ + "mean", + "sum" + ], "displayMode": "table", "placement": "bottom", "showLegend": true @@ -4059,13 +4036,22 @@ "type": "timeseries" } ], - "refresh": "30s", + "refresh": "auto", "schemaVersion": 38, - "tags": ["iceberg", "data-lake", "rest-catalog", "s3-watch"], + "tags": [ + "iceberg", + "data-lake", + "rest-catalog", + "s3-watch" + ], "templating": { "list": [ { - "current": {}, + "current": { + "selected": false, + "text": "Prometheus", + "value": "PBFA97CFB590B2093" + }, "hide": 0, "includeAll": false, "label": "Datasource", @@ -4083,8 +4069,12 @@ "allValue": ".*", "current": { "selected": true, - "text": "All", - "value": "$__all" + "text": [ + "All" + ], + "value": [ + "$__all" + ] }, "datasource": { "type": "prometheus", @@ -4111,8 +4101,14 @@ "allValue": ".*", "current": { "selected": true, - "text": "All", - "value": "$__all" + "text": [ + "default.flowers", + "default.nyc" + ], + "value": [ + "default.flowers", + "default.nyc" + ] }, "datasource": { "type": "prometheus", @@ -4139,8 +4135,12 @@ "allValue": ".*", "current": { "selected": true, - "text": "All", - "value": "$__all" + "text": [ + "All" + ], + "value": [ + "$__all" + ] }, "datasource": { "type": "prometheus", @@ -4167,8 +4167,12 @@ "allValue": ".*", "current": { "selected": true, - "text": "All", - "value": "$__all" + "text": [ + "All" + ], + "value": [ + "$__all" + ] }, "datasource": { "type": "prometheus", @@ -4195,8 +4199,12 @@ "allValue": ".*", "current": { "selected": true, - "text": "All", - "value": "$__all" + "text": [ + "All" + ], + "value": [ + "$__all" + ] }, "datasource": { "type": "prometheus", @@ -4223,8 +4231,12 @@ "allValue": ".*", "current": { "selected": true, - "text": "All", - "value": "$__all" + "text": [ + "All" + ], + "value": [ + "$__all" + ] }, "datasource": { "type": "prometheus", @@ -4250,14 +4262,13 @@ ] }, "time": { - "from": "now-1h", + "from": "now-90d", "to": "now" }, "timepicker": {}, "timezone": "browser", "title": "Iceberg REST Catalog Metrics", "uid": "iceberg-rest-catalog-metrics", - "version": 1, + "version": 27, "weekStart": "" -} - +} \ No newline at end of file From a1edefa9353ccff602f73a3d37aa7cd27d406a8e Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Mon, 15 Dec 2025 18:45:15 -0600 Subject: [PATCH 11/29] Update dashboard for metrics. --- .../grafana/iceberg-metrics-dashboard.json | 282 +++--------------- 1 file changed, 44 insertions(+), 238 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index c779767..b464cf3 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -250,7 +250,7 @@ "gridPos": { "h": 4, "w": 4, - "x": 16, + "x": 12, "y": 1 }, "id": 5, @@ -691,207 +691,13 @@ "title": "Data Files Per Scan", "type": "timeseries" }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "normal" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "short" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 12, - "x": 0, - "y": 22 - }, - "id": 12, - "options": { - "legend": { - "calcs": [ - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "editorMode": "code", - "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_scanned_data_manifests{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Scanned - {{catalog}}.{{namespace}}.{{table}}", - "range": true, - "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_skipped_data_manifests{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Skipped - {{catalog}}.{{namespace}}.{{table}}", - "refId": "B" - } - ], - "title": "Manifests Scanned vs Skipped", - "type": "timeseries" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "binBps" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 12, - "x": 12, - "y": 22 - }, - "id": 13, - "options": { - "legend": { - "calcs": [ - "mean", - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_total_file_size_bytes{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "{{catalog}}.{{namespace}}.{{table}}", - "refId": "A" - } - ], - "title": "Scan Throughput (bytes/sec)", - "type": "timeseries" - }, { "collapsed": false, "gridPos": { "h": 1, "w": 24, "x": 0, - "y": 30 + "y": 22 }, "id": 102, "panels": [], @@ -958,7 +764,7 @@ "h": 8, "w": 12, "x": 0, - "y": 31 + "y": 23 }, "id": 20, "options": { @@ -1068,7 +874,7 @@ "h": 8, "w": 12, "x": 12, - "y": 31 + "y": 23 }, "id": 21, "options": { @@ -1168,7 +974,7 @@ "h": 8, "w": 12, "x": 0, - "y": 39 + "y": 31 }, "id": 22, "options": { @@ -1268,7 +1074,7 @@ "h": 8, "w": 12, "x": 12, - "y": 39 + "y": 31 }, "id": 23, "options": { @@ -1306,7 +1112,7 @@ "h": 1, "w": 24, "x": 0, - "y": 47 + "y": 39 }, "id": 103, "panels": [], @@ -1373,7 +1179,7 @@ "h": 8, "w": 12, "x": 0, - "y": 48 + "y": 40 }, "id": 30, "options": { @@ -1473,7 +1279,7 @@ "h": 8, "w": 12, "x": 12, - "y": 48 + "y": 40 }, "id": 31, "options": { @@ -1519,7 +1325,7 @@ "h": 1, "w": 24, "x": 0, - "y": 56 + "y": 48 }, "id": 104, "panels": [], @@ -1554,7 +1360,7 @@ "h": 4, "w": 6, "x": 0, - "y": 57 + "y": 49 }, "id": 40, "options": { @@ -1622,7 +1428,7 @@ "h": 4, "w": 6, "x": 6, - "y": 57 + "y": 49 }, "id": 41, "options": { @@ -1682,7 +1488,7 @@ "h": 4, "w": 6, "x": 12, - "y": 57 + "y": 49 }, "id": 42, "options": { @@ -1750,7 +1556,7 @@ "h": 4, "w": 6, "x": 18, - "y": 57 + "y": 49 }, "id": 43, "options": { @@ -1842,7 +1648,7 @@ "h": 8, "w": 12, "x": 0, - "y": 61 + "y": 53 }, "id": 44, "options": { @@ -1964,7 +1770,7 @@ "h": 8, "w": 12, "x": 12, - "y": 61 + "y": 53 }, "id": 45, "options": { @@ -2055,7 +1861,7 @@ "h": 8, "w": 12, "x": 0, - "y": 69 + "y": 61 }, "id": 46, "options": { @@ -2165,7 +1971,7 @@ "h": 8, "w": 12, "x": 12, - "y": 69 + "y": 61 }, "id": 47, "options": { @@ -2202,7 +2008,7 @@ "h": 1, "w": 24, "x": 0, - "y": 77 + "y": 69 }, "id": 200, "panels": [], @@ -2237,7 +2043,7 @@ "h": 4, "w": 5, "x": 0, - "y": 78 + "y": 70 }, "id": 202, "options": { @@ -2297,7 +2103,7 @@ "h": 4, "w": 5, "x": 5, - "y": 78 + "y": 70 }, "id": 203, "options": { @@ -2357,7 +2163,7 @@ "h": 4, "w": 5, "x": 10, - "y": 78 + "y": 70 }, "id": 204, "options": { @@ -2421,7 +2227,7 @@ "h": 4, "w": 5, "x": 15, - "y": 78 + "y": 70 }, "id": 205, "options": { @@ -2485,7 +2291,7 @@ "h": 4, "w": 4, "x": 20, - "y": 78 + "y": 70 }, "id": 206, "options": { @@ -2577,7 +2383,7 @@ "h": 8, "w": 12, "x": 0, - "y": 82 + "y": 74 }, "id": 210, "options": { @@ -2686,7 +2492,7 @@ "h": 8, "w": 12, "x": 12, - "y": 82 + "y": 74 }, "id": 211, "options": { @@ -2793,7 +2599,7 @@ "h": 8, "w": 12, "x": 0, - "y": 90 + "y": 82 }, "id": 212, "options": { @@ -2939,7 +2745,7 @@ "h": 8, "w": 12, "x": 12, - "y": 90 + "y": 82 }, "id": 213, "options": { @@ -2994,7 +2800,7 @@ "h": 1, "w": 24, "x": 0, - "y": 98 + "y": 90 }, "id": 300, "panels": [], @@ -3049,7 +2855,7 @@ "h": 4, "w": 4, "x": 0, - "y": 99 + "y": 91 }, "id": 301, "options": { @@ -3111,7 +2917,7 @@ "h": 4, "w": 4, "x": 4, - "y": 99 + "y": 91 }, "id": 302, "options": { @@ -3176,7 +2982,7 @@ "h": 4, "w": 4, "x": 8, - "y": 99 + "y": 91 }, "id": 303, "options": { @@ -3236,7 +3042,7 @@ "h": 4, "w": 4, "x": 12, - "y": 99 + "y": 91 }, "id": 304, "options": { @@ -3296,7 +3102,7 @@ "h": 4, "w": 4, "x": 16, - "y": 99 + "y": 91 }, "id": 305, "options": { @@ -3356,7 +3162,7 @@ "h": 4, "w": 4, "x": 20, - "y": 99 + "y": 91 }, "id": 306, "options": { @@ -3443,7 +3249,7 @@ "h": 4, "w": 8, "x": 0, - "y": 103 + "y": 95 }, "id": 307, "options": { @@ -3553,7 +3359,7 @@ "h": 8, "w": 12, "x": 12, - "y": 103 + "y": 95 }, "id": 311, "options": { @@ -3644,7 +3450,7 @@ "h": 8, "w": 12, "x": 0, - "y": 107 + "y": 99 }, "id": 310, "options": { @@ -3754,7 +3560,7 @@ "h": 8, "w": 12, "x": 12, - "y": 111 + "y": 103 }, "id": 313, "options": { @@ -3885,7 +3691,7 @@ "h": 8, "w": 12, "x": 0, - "y": 115 + "y": 107 }, "id": 312, "options": { @@ -3994,7 +3800,7 @@ "h": 8, "w": 24, "x": 0, - "y": 123 + "y": 115 }, "id": 314, "options": { @@ -4036,7 +3842,7 @@ "type": "timeseries" } ], - "refresh": "auto", + "refresh": "5s", "schemaVersion": 38, "tags": [ "iceberg", @@ -4269,6 +4075,6 @@ "timezone": "browser", "title": "Iceberg REST Catalog Metrics", "uid": "iceberg-rest-catalog-metrics", - "version": 27, + "version": 31, "weekStart": "" -} \ No newline at end of file +} From 694a633f1f31d5a4d6606e6a86f119c7e9aad2aa Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 16 Dec 2025 12:16:28 -0600 Subject: [PATCH 12/29] Update dashboard for metrics. --- .../grafana/iceberg-metrics-dashboard.json | 266 +++--------------- examples/scratch/README.md | 5 +- 2 files changed, 42 insertions(+), 229 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index b464cf3..e9ecf03 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -788,8 +788,10 @@ "type": "prometheus", "uid": "${datasource}" }, + "editorMode": "code", "expr": "histogram_quantile(0.50, sum by (le, catalog, namespace, table, operation) (rate(iceberg_commit_duration_seconds_bucket{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval])))", "legendFormat": "p50 - {{catalog}}.{{namespace}}.{{table}} ({{operation}})", + "range": true, "refId": "A" }, { @@ -914,205 +916,13 @@ "title": "Data Files Added/Removed", "type": "timeseries" }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "short" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 12, - "x": 0, - "y": 31 - }, - "id": 22, - "options": { - "legend": { - "calcs": [ - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (catalog, namespace, table) (rate(iceberg_commit_added_records_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Added - {{catalog}}.{{namespace}}.{{table}}", - "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "-sum by (catalog, namespace, table) (rate(iceberg_commit_removed_records_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Removed - {{catalog}}.{{namespace}}.{{table}}", - "refId": "B" - } - ], - "title": "Records Added/Removed Rate", - "type": "timeseries" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "binBps" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 12, - "x": 12, - "y": 31 - }, - "id": 23, - "options": { - "legend": { - "calcs": [ - "mean", - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (catalog, namespace, table) (rate(iceberg_commit_total_files_size_bytes{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "{{catalog}}.{{namespace}}.{{table}}", - "refId": "A" - } - ], - "title": "Commit Throughput (bytes/sec)", - "type": "timeseries" - }, { "collapsed": false, "gridPos": { "h": 1, "w": 24, "x": 0, - "y": 39 + "y": 31 }, "id": 103, "panels": [], @@ -1179,7 +989,7 @@ "h": 8, "w": 12, "x": 0, - "y": 40 + "y": 32 }, "id": 30, "options": { @@ -1279,7 +1089,7 @@ "h": 8, "w": 12, "x": 12, - "y": 40 + "y": 32 }, "id": 31, "options": { @@ -1325,7 +1135,7 @@ "h": 1, "w": 24, "x": 0, - "y": 48 + "y": 40 }, "id": 104, "panels": [], @@ -1360,7 +1170,7 @@ "h": 4, "w": 6, "x": 0, - "y": 49 + "y": 41 }, "id": 40, "options": { @@ -1428,7 +1238,7 @@ "h": 4, "w": 6, "x": 6, - "y": 49 + "y": 41 }, "id": 41, "options": { @@ -1488,7 +1298,7 @@ "h": 4, "w": 6, "x": 12, - "y": 49 + "y": 41 }, "id": 42, "options": { @@ -1556,7 +1366,7 @@ "h": 4, "w": 6, "x": 18, - "y": 49 + "y": 41 }, "id": 43, "options": { @@ -1648,7 +1458,7 @@ "h": 8, "w": 12, "x": 0, - "y": 53 + "y": 45 }, "id": 44, "options": { @@ -1770,7 +1580,7 @@ "h": 8, "w": 12, "x": 12, - "y": 53 + "y": 45 }, "id": 45, "options": { @@ -1861,7 +1671,7 @@ "h": 8, "w": 12, "x": 0, - "y": 61 + "y": 53 }, "id": 46, "options": { @@ -1971,7 +1781,7 @@ "h": 8, "w": 12, "x": 12, - "y": 61 + "y": 53 }, "id": 47, "options": { @@ -2008,7 +1818,7 @@ "h": 1, "w": 24, "x": 0, - "y": 69 + "y": 61 }, "id": 200, "panels": [], @@ -2043,7 +1853,7 @@ "h": 4, "w": 5, "x": 0, - "y": 70 + "y": 62 }, "id": 202, "options": { @@ -2103,7 +1913,7 @@ "h": 4, "w": 5, "x": 5, - "y": 70 + "y": 62 }, "id": 203, "options": { @@ -2163,7 +1973,7 @@ "h": 4, "w": 5, "x": 10, - "y": 70 + "y": 62 }, "id": 204, "options": { @@ -2227,7 +2037,7 @@ "h": 4, "w": 5, "x": 15, - "y": 70 + "y": 62 }, "id": 205, "options": { @@ -2291,7 +2101,7 @@ "h": 4, "w": 4, "x": 20, - "y": 70 + "y": 62 }, "id": 206, "options": { @@ -2383,7 +2193,7 @@ "h": 8, "w": 12, "x": 0, - "y": 74 + "y": 66 }, "id": 210, "options": { @@ -2492,7 +2302,7 @@ "h": 8, "w": 12, "x": 12, - "y": 74 + "y": 66 }, "id": 211, "options": { @@ -2599,7 +2409,7 @@ "h": 8, "w": 12, "x": 0, - "y": 82 + "y": 74 }, "id": 212, "options": { @@ -2745,7 +2555,7 @@ "h": 8, "w": 12, "x": 12, - "y": 82 + "y": 74 }, "id": 213, "options": { @@ -2800,7 +2610,7 @@ "h": 1, "w": 24, "x": 0, - "y": 90 + "y": 82 }, "id": 300, "panels": [], @@ -2855,7 +2665,7 @@ "h": 4, "w": 4, "x": 0, - "y": 91 + "y": 83 }, "id": 301, "options": { @@ -2917,7 +2727,7 @@ "h": 4, "w": 4, "x": 4, - "y": 91 + "y": 83 }, "id": 302, "options": { @@ -2982,7 +2792,7 @@ "h": 4, "w": 4, "x": 8, - "y": 91 + "y": 83 }, "id": 303, "options": { @@ -3042,7 +2852,7 @@ "h": 4, "w": 4, "x": 12, - "y": 91 + "y": 83 }, "id": 304, "options": { @@ -3102,7 +2912,7 @@ "h": 4, "w": 4, "x": 16, - "y": 91 + "y": 83 }, "id": 305, "options": { @@ -3162,7 +2972,7 @@ "h": 4, "w": 4, "x": 20, - "y": 91 + "y": 83 }, "id": 306, "options": { @@ -3249,7 +3059,7 @@ "h": 4, "w": 8, "x": 0, - "y": 95 + "y": 87 }, "id": 307, "options": { @@ -3359,7 +3169,7 @@ "h": 8, "w": 12, "x": 12, - "y": 95 + "y": 87 }, "id": 311, "options": { @@ -3450,7 +3260,7 @@ "h": 8, "w": 12, "x": 0, - "y": 99 + "y": 91 }, "id": 310, "options": { @@ -3560,7 +3370,7 @@ "h": 8, "w": 12, "x": 12, - "y": 103 + "y": 95 }, "id": 313, "options": { @@ -3691,7 +3501,7 @@ "h": 8, "w": 12, "x": 0, - "y": 107 + "y": 99 }, "id": 312, "options": { @@ -3800,7 +3610,7 @@ "h": 8, "w": 24, "x": 0, - "y": 115 + "y": 107 }, "id": 314, "options": { @@ -4077,4 +3887,4 @@ "uid": "iceberg-rest-catalog-metrics", "version": 31, "weekStart": "" -} +} \ No newline at end of file diff --git a/examples/scratch/README.md b/examples/scratch/README.md index e2e50bb..5948549 100644 --- a/examples/scratch/README.md +++ b/examples/scratch/README.md @@ -34,7 +34,10 @@ ice insert nyc.taxis -p \ ice insert nyc.taxis_p_by_day -p \ https://d37ci6vzurychx.cloudfront.net/trip-data/yellow_tripdata_2025-01.parquet \ --partition='[{"column":"tpep_pickup_datetime","transform":"day"}]' - + +# delete partition +ice delete nyc.taxis_p_by_day --partition '[{"name": "tpep_pickup_datetime", "values": ["2024-12-31T23:51:20"]}]' --dry-run=false + # insert data ordered by tpep_pickup_datetime column ice insert nyc.taxis_s_by_day -p \ https://d37ci6vzurychx.cloudfront.net/trip-data/yellow_tripdata_2025-01.parquet \ From db27ed9cb833f97271b66b4c2f9b4a92024089a5 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 16 Dec 2025 12:23:29 -0600 Subject: [PATCH 13/29] Update dashboard for metrics. --- .../grafana/iceberg-metrics-dashboard.json | 36 ++++++++----------- 1 file changed, 15 insertions(+), 21 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index e9ecf03..04d6523 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -819,7 +819,7 @@ { "datasource": { "type": "prometheus", - "uid": "${datasource}" + "uid": "PBFA97CFB590B2093" }, "fieldConfig": { "defaults": { @@ -834,7 +834,7 @@ "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", - "fillOpacity": 10, + "fillOpacity": 0, "gradientMode": "none", "hideFrom": { "legend": false, @@ -848,7 +848,7 @@ "scaleDistribution": { "type": "linear" }, - "showPoints": "never", + "showPoints": "auto", "spanNulls": false, "stacking": { "group": "A", @@ -881,36 +881,30 @@ "id": 21, "options": { "legend": { - "calcs": [ - "sum" - ], - "displayMode": "table", + "calcs": [], + "displayMode": "list", "placement": "bottom", "showLegend": true }, "tooltip": { - "mode": "multi", - "sort": "desc" + "mode": "single", + "sort": "none" } }, + "pluginVersion": "10.2.0", "targets": [ { "datasource": { "type": "prometheus", - "uid": "${datasource}" + "uid": "PBFA97CFB590B2093" }, - "expr": "sum by (catalog, namespace, table, operation) (rate(iceberg_commit_added_data_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Added - {{catalog}}.{{namespace}}.{{table}} ({{operation}})", + "editorMode": "code", + "expr": "sum by (catalog, namespace, table, operation) (iceberg_commit_added_data_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"})", + "hide": false, + "instant": false, + "legendFormat": "__auto", + "range": true, "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "-sum by (catalog, namespace, table, operation) (rate(iceberg_commit_removed_data_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Removed - {{catalog}}.{{namespace}}.{{table}} ({{operation}})", - "refId": "B" } ], "title": "Data Files Added/Removed", From 8bcae99ec450b82b9c4a48d575d59fab52e18001 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 16 Dec 2025 12:59:42 -0600 Subject: [PATCH 14/29] Update dashboard for metrics. --- .../grafana/iceberg-metrics-dashboard.json | 231 +----------------- 1 file changed, 8 insertions(+), 223 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index 04d6523..14657bf 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -789,28 +789,10 @@ "uid": "${datasource}" }, "editorMode": "code", - "expr": "histogram_quantile(0.50, sum by (le, catalog, namespace, table, operation) (rate(iceberg_commit_duration_seconds_bucket{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval])))", + "expr": "sum by (catalog, namespace, table, operation) (increase(iceberg_commit_duration_seconds_sum{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__range])) ", "legendFormat": "p50 - {{catalog}}.{{namespace}}.{{table}} ({{operation}})", "range": true, "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "histogram_quantile(0.95, sum by (le, catalog, namespace, table, operation) (rate(iceberg_commit_duration_seconds_bucket{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval])))", - "legendFormat": "p95 - {{catalog}}.{{namespace}}.{{table}} ({{operation}})", - "refId": "B" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "histogram_quantile(0.99, sum by (le, catalog, namespace, table, operation) (rate(iceberg_commit_duration_seconds_bucket{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval])))", - "legendFormat": "p99 - {{catalog}}.{{namespace}}.{{table}} ({{operation}})", - "refId": "C" } ], "title": "Commit Duration", @@ -1006,8 +988,10 @@ "type": "prometheus", "uid": "${datasource}" }, + "editorMode": "code", "expr": "sum by (catalog, namespace, table) (rate(iceberg_scan_positional_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", "legendFormat": "Positional - {{catalog}}.{{namespace}}.{{table}}", + "range": true, "refId": "A" }, { @@ -1023,106 +1007,6 @@ "title": "Delete Files Scanned by Type", "type": "timeseries" }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "short" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 12, - "x": 12, - "y": 32 - }, - "id": 31, - "options": { - "legend": { - "calcs": [ - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (catalog, namespace, table) (rate(iceberg_commit_added_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Added - {{catalog}}.{{namespace}}.{{table}}", - "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "-sum by (catalog, namespace, table) (rate(iceberg_commit_removed_delete_files_total{catalog=~\"$catalog\", namespace=~\"$namespace\", table=~\"$table\"}[$__rate_interval]))", - "legendFormat": "Removed - {{catalog}}.{{namespace}}.{{table}}", - "refId": "B" - } - ], - "title": "Delete Files Added/Removed", - "type": "timeseries" - }, { "collapsed": false, "gridPos": { @@ -2319,8 +2203,10 @@ "type": "prometheus", "uid": "${datasource}" }, + "editorMode": "code", "expr": "sum by (table, queue) (rate(ice_watch_files_inserted_total{table=~\"$watch_table\", queue=~\"$watch_queue\", instance=~\"$watch_instance\"}[$__rate_interval]))", "legendFormat": "{{table}}", + "range": true, "refId": "A" } ], @@ -3543,107 +3429,6 @@ ], "title": "Orphan Cleanup Rate", "type": "timeseries" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "binBps" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 24, - "x": 0, - "y": 107 - }, - "id": 314, - "options": { - "legend": { - "calcs": [ - "mean", - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_bytes_read_total[$__rate_interval]))", - "legendFormat": "Read - {{table}}", - "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_bytes_written_total[$__rate_interval]))", - "legendFormat": "Written - {{table}}", - "refId": "B" - } - ], - "title": "Compaction Throughput", - "type": "timeseries" } ], "refresh": "5s", @@ -3746,10 +3531,10 @@ "current": { "selected": true, "text": [ - "All" + "iris" ], "value": [ - "$__all" + "iris" ] }, "datasource": { @@ -3881,4 +3666,4 @@ "uid": "iceberg-rest-catalog-metrics", "version": 31, "weekStart": "" -} \ No newline at end of file +} From 31532b9f50b69c2990e06fde0de3dbb429c641c0 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 16 Dec 2025 15:48:29 -0600 Subject: [PATCH 15/29] Added logic to track response size --- .../catalog/internal/metrics/HttpMetrics.java | 22 +++++++++++++++++-- .../internal/metrics/IcebergMetricNames.java | 3 +++ .../internal/rest/RESTCatalogServlet.java | 12 +++++++--- ice/src/main/resources/logback.xml | 2 ++ 4 files changed, 34 insertions(+), 5 deletions(-) diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java index ae060e9..778532c 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java @@ -25,6 +25,7 @@ public class HttpMetrics { private final Counter responsesTotal; private final Histogram requestDuration; private final Gauge requestsInFlight; + private final Counter responseSizeBytes; public static HttpMetrics getInstance() { if (instance == null) { @@ -65,6 +66,13 @@ private HttpMetrics() { .name(HTTP_REQUESTS_IN_FLIGHT_NAME) .help(HTTP_REQUESTS_IN_FLIGHT_HELP) .register(); + + this.responseSizeBytes = + Counter.builder() + .name(HTTP_RESPONSE_SIZE_BYTES_NAME) + .help(HTTP_RESPONSE_SIZE_BYTES_HELP) + .labelNames(HTTP_REQUEST_LABELS) + .register(); } public void recordRequestStart(String method, String route) { @@ -72,13 +80,17 @@ public void recordRequestStart(String method, String route) { requestsInFlight.inc(); } - public void recordRequestEnd(String method, String route, int statusCode, long startTimeNanos) { + public void recordRequestEnd( + String method, String route, int statusCode, long startTimeNanos, long responseSize) { requestsInFlight.dec(); double durationSeconds = (System.nanoTime() - startTimeNanos) / (double) TimeUnit.SECONDS.toNanos(1); requestDuration.labelValues(method, route).observe(durationSeconds); responsesTotal.labelValues(method, route, Integer.toString(statusCode)).inc(); + if (responseSize > 0) { + responseSizeBytes.labelValues(method, route).inc(responseSize); + } } public RequestTimer startRequest(String method, String route) { @@ -91,6 +103,7 @@ public static class RequestTimer implements AutoCloseable { private final String route; private final long startTimeNanos; private int statusCode = 200; + private long responseSize = 0; RequestTimer(HttpMetrics metrics, String method, String route) { this.metrics = metrics; @@ -105,9 +118,14 @@ public void setStatusCode(int statusCode) { this.statusCode = statusCode; } + /** Set the response size in bytes before closing. */ + public void setResponseSize(long responseSize) { + this.responseSize = responseSize; + } + @Override public void close() { - metrics.recordRequestEnd(method, route, statusCode, startTimeNanos); + metrics.recordRequestEnd(method, route, statusCode, startTimeNanos, responseSize); } } } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java index 997e02a..43150f3 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/IcebergMetricNames.java @@ -188,6 +188,9 @@ private IcebergMetricNames() {} public static final String HTTP_REQUESTS_IN_FLIGHT_HELP = "Number of HTTP requests currently being processed"; + public static final String HTTP_RESPONSE_SIZE_BYTES_NAME = "iceberg_http_response_size_bytes"; + public static final String HTTP_RESPONSE_SIZE_BYTES_HELP = "HTTP response size in bytes"; + /** HTTP request duration buckets (in seconds) - suitable for REST API calls. */ public static final double[] HTTP_DURATION_BUCKETS = { 0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1, 2.5, 5, 10 diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java index afb227d..4b2563e 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/rest/RESTCatalogServlet.java @@ -97,7 +97,9 @@ protected void handle(HttpServletRequest request, HttpServletResponse response) .withType("BadRequestException") .withMessage(String.format("No route for %s %s", method, path)) .build(); - RESTObjectMapper.mapper().writeValue(response.getWriter(), res); + byte[] responseBytes = RESTObjectMapper.mapper().writeValueAsBytes(res); + timer.setResponseSize(responseBytes.length); + response.getOutputStream().write(responseBytes); } return; } @@ -152,7 +154,9 @@ protected void handle(HttpServletRequest request, HttpServletResponse response) timer.setStatusCode(error.code()); response.setStatus(error.code()); response.setHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.getMimeType()); - RESTObjectMapper.mapper().writeValue(response.getWriter(), error); + byte[] errorBytes = RESTObjectMapper.mapper().writeValueAsBytes(error); + timer.setResponseSize(errorBytes.length); + response.getOutputStream().write(errorBytes); return; } @@ -160,7 +164,9 @@ protected void handle(HttpServletRequest request, HttpServletResponse response) response.setStatus(HttpServletResponse.SC_OK); response.setHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.getMimeType()); if (responseBody != null) { - RESTObjectMapper.mapper().writeValue(response.getWriter(), responseBody); + byte[] responseBytes = RESTObjectMapper.mapper().writeValueAsBytes(responseBody); + timer.setResponseSize(responseBytes.length); + response.getOutputStream().write(responseBytes); } } } diff --git a/ice/src/main/resources/logback.xml b/ice/src/main/resources/logback.xml index d731bd8..73f2b17 100644 --- a/ice/src/main/resources/logback.xml +++ b/ice/src/main/resources/logback.xml @@ -14,6 +14,8 @@ + + From a0c67488ad0e87109fba2634ef58b4adebaa1692 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 16 Dec 2025 22:01:37 -0600 Subject: [PATCH 16/29] Updated grafana dashboard. --- .../grafana/iceberg-metrics-dashboard.json | 344 ++++++------------ .../catalog/internal/metrics/HttpMetrics.java | 3 + 2 files changed, 109 insertions(+), 238 deletions(-) diff --git a/examples/grafana/iceberg-metrics-dashboard.json b/examples/grafana/iceberg-metrics-dashboard.json index 14657bf..9644502 100644 --- a/examples/grafana/iceberg-metrics-dashboard.json +++ b/examples/grafana/iceberg-metrics-dashboard.json @@ -1225,18 +1225,10 @@ { "color": "green", "value": null - }, - { - "color": "yellow", - "value": 0.1 - }, - { - "color": "red", - "value": 0.5 } ] }, - "unit": "s" + "unit": "bytes" }, "overrides": [] }, @@ -1246,7 +1238,7 @@ "x": 18, "y": 41 }, - "id": 43, + "id": 60, "options": { "colorMode": "value", "graphMode": "area", @@ -1268,12 +1260,12 @@ "type": "prometheus", "uid": "${datasource}" }, - "expr": "histogram_quantile(0.95, sum by (le) (rate(iceberg_http_request_duration_seconds_bucket[$__rate_interval])))", - "legendFormat": "p95 Latency", + "expr": "sum(iceberg_http_response_size_bytes_total)", + "legendFormat": "Total Bytes", "refId": "A" } ], - "title": "p95 Latency", + "title": "Response Size", "type": "stat" }, { @@ -1367,6 +1359,74 @@ "title": "Request Rate", "type": "timeseries" }, + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "yellow", + "value": 0.1 + }, + { + "color": "red", + "value": 0.5 + } + ] + }, + "unit": "s" + }, + "overrides": [] + }, + "gridPos": { + "h": 4, + "w": 6, + "x": 18, + "y": 45 + }, + "id": 43, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": [ + "lastNotNull" + ], + "fields": "", + "values": false + }, + "textMode": "auto" + }, + "pluginVersion": "10.2.0", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${datasource}" + }, + "expr": "histogram_quantile(0.95, sum by (le) (rate(iceberg_http_request_duration_seconds_bucket[$__rate_interval])))", + "legendFormat": "p95 Latency", + "refId": "A" + } + ], + "title": "p95 Latency", + "type": "stat" + }, { "datasource": { "type": "prometheus", @@ -1458,7 +1518,7 @@ "h": 8, "w": 12, "x": 12, - "y": 45 + "y": 49 }, "id": 45, "options": { @@ -1659,7 +1719,7 @@ "h": 8, "w": 12, "x": 12, - "y": 53 + "y": 57 }, "id": 47, "options": { @@ -1696,7 +1756,7 @@ "h": 1, "w": 24, "x": 0, - "y": 61 + "y": 65 }, "id": 200, "panels": [], @@ -1731,7 +1791,7 @@ "h": 4, "w": 5, "x": 0, - "y": 62 + "y": 66 }, "id": 202, "options": { @@ -1791,7 +1851,7 @@ "h": 4, "w": 5, "x": 5, - "y": 62 + "y": 66 }, "id": 203, "options": { @@ -1851,7 +1911,7 @@ "h": 4, "w": 5, "x": 10, - "y": 62 + "y": 66 }, "id": 204, "options": { @@ -1915,7 +1975,7 @@ "h": 4, "w": 5, "x": 15, - "y": 62 + "y": 66 }, "id": 205, "options": { @@ -1979,7 +2039,7 @@ "h": 4, "w": 4, "x": 20, - "y": 62 + "y": 66 }, "id": 206, "options": { @@ -2071,7 +2131,7 @@ "h": 8, "w": 12, "x": 0, - "y": 66 + "y": 70 }, "id": 210, "options": { @@ -2180,7 +2240,7 @@ "h": 8, "w": 12, "x": 12, - "y": 66 + "y": 70 }, "id": 211, "options": { @@ -2289,7 +2349,7 @@ "h": 8, "w": 12, "x": 0, - "y": 74 + "y": 78 }, "id": 212, "options": { @@ -2435,7 +2495,7 @@ "h": 8, "w": 12, "x": 12, - "y": 74 + "y": 78 }, "id": 213, "options": { @@ -2490,95 +2550,13 @@ "h": 1, "w": 24, "x": 0, - "y": 82 + "y": 86 }, "id": 300, "panels": [], "title": "Maintenance", "type": "row" }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "mappings": [ - { - "options": { - "0": { - "color": "green", - "index": 0, - "text": "Idle" - }, - "1": { - "color": "orange", - "index": 1, - "text": "Running" - } - }, - "type": "value" - } - ], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - }, - { - "color": "orange", - "value": 1 - } - ] - }, - "unit": "short" - }, - "overrides": [] - }, - "gridPos": { - "h": 4, - "w": 4, - "x": 0, - "y": 83 - }, - "id": 301, - "options": { - "colorMode": "background", - "graphMode": "none", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { - "calcs": [ - "lastNotNull" - ], - "fields": "", - "values": false - }, - "textMode": "auto" - }, - "pluginVersion": "10.2.0", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "editorMode": "code", - "expr": "ice_maintenance_in_progress", - "legendFormat": "Status", - "range": true, - "refId": "A" - } - ], - "title": "Maintenance Status", - "type": "stat" - }, { "datasource": { "type": "prometheus", @@ -2606,8 +2584,8 @@ "gridPos": { "h": 4, "w": 4, - "x": 4, - "y": 83 + "x": 0, + "y": 87 }, "id": 302, "options": { @@ -2671,8 +2649,8 @@ "gridPos": { "h": 4, "w": 4, - "x": 8, - "y": 83 + "x": 4, + "y": 87 }, "id": 303, "options": { @@ -2732,7 +2710,7 @@ "h": 4, "w": 4, "x": 12, - "y": 83 + "y": 87 }, "id": 304, "options": { @@ -2792,7 +2770,7 @@ "h": 4, "w": 4, "x": 16, - "y": 83 + "y": 87 }, "id": 305, "options": { @@ -2852,7 +2830,7 @@ "h": 4, "w": 4, "x": 20, - "y": 83 + "y": 87 }, "id": 306, "options": { @@ -2939,7 +2917,7 @@ "h": 4, "w": 8, "x": 0, - "y": 87 + "y": 91 }, "id": 307, "options": { @@ -3049,7 +3027,7 @@ "h": 8, "w": 12, "x": 12, - "y": 87 + "y": 91 }, "id": 311, "options": { @@ -3140,7 +3118,7 @@ "h": 8, "w": 12, "x": 0, - "y": 91 + "y": 95 }, "id": 310, "options": { @@ -3190,106 +3168,6 @@ "title": "Maintenance Duration", "type": "timeseries" }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 10, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "never", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "short" - }, - "overrides": [] - }, - "gridPos": { - "h": 8, - "w": 12, - "x": 12, - "y": 95 - }, - "id": 313, - "options": { - "legend": { - "calcs": [ - "sum" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "desc" - } - }, - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_files_merged_total[$__rate_interval]))", - "legendFormat": "Merged - {{table}}", - "refId": "A" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${datasource}" - }, - "expr": "sum by (table) (rate(ice_maintenance_compaction_output_files_total[$__rate_interval]))", - "legendFormat": "Created - {{table}}", - "refId": "B" - } - ], - "title": "Compaction Files Rate", - "type": "timeseries" - }, { "datasource": { "type": "prometheus", @@ -3381,7 +3259,7 @@ "h": 8, "w": 12, "x": 0, - "y": 99 + "y": 103 }, "id": 312, "options": { @@ -3431,7 +3309,7 @@ "type": "timeseries" } ], - "refresh": "5s", + "refresh": "", "schemaVersion": 38, "tags": [ "iceberg", @@ -3495,15 +3373,9 @@ { "allValue": ".*", "current": { - "selected": true, - "text": [ - "default.flowers", - "default.nyc" - ], - "value": [ - "default.flowers", - "default.nyc" - ] + "selected": false, + "text": "All", + "value": "$__all" }, "datasource": { "type": "prometheus", @@ -3529,13 +3401,9 @@ { "allValue": ".*", "current": { - "selected": true, - "text": [ - "iris" - ], - "value": [ - "iris" - ] + "selected": false, + "text": "All", + "value": "$__all" }, "datasource": { "type": "prometheus", @@ -3657,13 +3525,13 @@ ] }, "time": { - "from": "now-90d", + "from": "now-24h", "to": "now" }, "timepicker": {}, "timezone": "browser", "title": "Iceberg REST Catalog Metrics", "uid": "iceberg-rest-catalog-metrics", - "version": 31, + "version": 40, "weekStart": "" } diff --git a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java index 778532c..5a17d52 100644 --- a/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java +++ b/ice-rest-catalog/src/main/java/com/altinity/ice/rest/catalog/internal/metrics/HttpMetrics.java @@ -73,6 +73,9 @@ private HttpMetrics() { .help(HTTP_RESPONSE_SIZE_BYTES_HELP) .labelNames(HTTP_REQUEST_LABELS) .register(); + + // Initialize with zero to make metrics visible immediately + this.responseSizeBytes.labelValues("GET", "CONFIG").inc(0); } public void recordRequestStart(String method, String route) { From dd2e19752cc322314b7363220ee84b23bddc9460 Mon Sep 17 00:00:00 2001 From: kanthi subramanian Date: Tue, 16 Dec 2025 22:20:50 -0600 Subject: [PATCH 17/29] Added documentation for grafana dashboard. --- examples/grafana/METRICS.md | 135 ++++++++++++++++++ .../screenshots/commit-delete-metrics.png | Bin 0 -> 239661 bytes examples/grafana/screenshots/http-metrics.png | Bin 0 -> 311140 bytes .../screenshots/insertwatch-metrics.png | Bin 0 -> 215636 bytes .../screenshots/maintenance-metrics.png | Bin 0 -> 390013 bytes .../screenshots/overview-scan-metrics.png | Bin 0 -> 319771 bytes 6 files changed, 135 insertions(+) create mode 100644 examples/grafana/METRICS.md create mode 100644 examples/grafana/screenshots/commit-delete-metrics.png create mode 100644 examples/grafana/screenshots/http-metrics.png create mode 100644 examples/grafana/screenshots/insertwatch-metrics.png create mode 100644 examples/grafana/screenshots/maintenance-metrics.png create mode 100644 examples/grafana/screenshots/overview-scan-metrics.png diff --git a/examples/grafana/METRICS.md b/examples/grafana/METRICS.md new file mode 100644 index 0000000..e9746b3 --- /dev/null +++ b/examples/grafana/METRICS.md @@ -0,0 +1,135 @@ +# Iceberg REST Catalog Metrics + +This document describes the Prometheus metrics exposed by the Iceberg REST Catalog. + +## Dashboard Overview + +### Overview & Scan Metrics +![Overview and Scan Metrics](screenshots/overview-scan-metrics.png) + +### Commit Metrics & Delete Files +![Commit Metrics and Delete Files](screenshots/commit-delete-metrics.png) + +### HTTP/REST Endpoint Metrics +![HTTP REST Endpoint Metrics](screenshots/http-metrics.png) + +### InsertWatch (S3 Watch) Metrics +![InsertWatch S3 Watch Metrics](screenshots/insertwatch-metrics.png) + +### Maintenance Metrics +![Maintenance Metrics](screenshots/maintenance-metrics.png) + +## Metrics Reference + +### Iceberg Table Metrics + +These metrics are reported by Iceberg clients when they perform operations on tables. + +#### Scan Metrics + +| Metric Name | Type | Labels | Description | +|-------------|------|--------|-------------| +| `iceberg_scans_total` | Counter | catalog, namespace, table | Total number of Iceberg table scans | +| `iceberg_scan_result_data_files_total` | Counter | catalog, namespace, table | Total number of data files in scan results | +| `iceberg_scan_result_delete_files_total` | Counter | catalog, namespace, table | Total number of delete files in scan results | +| `iceberg_scan_indexed_delete_files_total` | Counter | catalog, namespace, table | Total number of indexed delete files in scan results | +| `iceberg_scan_positional_delete_files_total` | Counter | catalog, namespace, table | Total number of positional delete files in scan results | +| `iceberg_scan_equality_delete_files_total` | Counter | catalog, namespace, table | Total number of equality delete files in scan results | +| `iceberg_scan_total_data_manifests` | Counter | catalog, namespace, table | Total number of data manifests considered during scans | +| `iceberg_scan_total_delete_manifests` | Counter | catalog, namespace, table | Total number of delete manifests considered during scans | +| `iceberg_scan_scanned_data_manifests` | Counter | catalog, namespace, table | Total number of data manifests actually scanned | +| `iceberg_scan_skipped_data_manifests` | Counter | catalog, namespace, table | Total number of data manifests skipped during scans | +| `iceberg_scan_total_file_size_bytes` | Counter | catalog, namespace, table | Total file size in bytes for scanned data files | +| `iceberg_scan_total_delete_file_size_bytes` | Counter | catalog, namespace, table | Total file size in bytes for scanned delete files | +| `iceberg_scan_planning_duration_seconds` | Histogram | catalog, namespace, table | Duration of scan planning in seconds | +| `iceberg_scan_data_files_per_scan` | Histogram | catalog, namespace, table | Distribution of data files per scan | + +#### Commit Metrics + +| Metric Name | Type | Labels | Description | +|-------------|------|--------|-------------| +| `iceberg_commits_total` | Counter | catalog, namespace, table, operation | Total number of Iceberg table commits | +| `iceberg_commit_added_data_files_total` | Counter | catalog, namespace, table, operation | Total number of data files added in commits | +| `iceberg_commit_removed_data_files_total` | Counter | catalog, namespace, table, operation | Total number of data files removed in commits | +| `iceberg_commit_added_delete_files_total` | Counter | catalog, namespace, table, operation | Total number of delete files added in commits | +| `iceberg_commit_removed_delete_files_total` | Counter | catalog, namespace, table, operation | Total number of delete files removed in commits | +| `iceberg_commit_added_records_total` | Counter | catalog, namespace, table, operation | Total number of records added in commits | +| `iceberg_commit_removed_records_total` | Counter | catalog, namespace, table, operation | Total number of records removed in commits | +| `iceberg_commit_added_equality_deletes_total` | Counter | catalog, namespace, table, operation | Total number of equality deletes added in commits | +| `iceberg_commit_total_files_size_bytes` | Counter | catalog, namespace, table, operation | Total size in bytes of files involved in commits | +| `iceberg_commit_duration_seconds` | Histogram | catalog, namespace, table, operation | Duration of commit operations in seconds | + +#### Reporter Metrics + +| Metric Name | Type | Labels | Description | +|-------------|------|--------|-------------| +| `iceberg_metrics_reporter_active` | Counter | - | Iceberg metrics reporter status (value 1 means reporter is active) | +| `iceberg_metrics_report_errors_total` | Counter | type | Total number of errors while processing metrics reports | + +### HTTP/REST API Metrics + +These metrics track HTTP requests to the REST catalog API. + +| Metric Name | Type | Labels | Description | +|-------------|------|--------|-------------| +| `iceberg_http_requests_total` | Counter | method, route | Total number of HTTP requests | +| `iceberg_http_responses_total` | Counter | method, route, status_class | Total number of HTTP responses by status class | +| `iceberg_http_request_duration_seconds` | Histogram | method, route | HTTP request duration in seconds | +| `iceberg_http_requests_in_flight` | Gauge | - | Number of HTTP requests currently being processed | +| `iceberg_http_response_size_bytes_total` | Counter | method, route | HTTP response size in bytes | + +### InsertWatch (S3 Watch) Metrics + +These metrics track S3 event-driven file insertions. + +| Metric Name | Type | Labels | Description | +|-------------|------|--------|-------------| +| `ice_watch_messages_received_total` | Counter | table, queue, instance | Total SQS messages received | +| `ice_watch_files_inserted_total` | Counter | table, queue, instance | Total files inserted from S3 events | +| `ice_watch_transactions_total` | Counter | table, queue, instance | Total insert transactions committed | +| `ice_watch_transactions_failed_total` | Counter | table, queue, instance | Total failed transactions | +| `ice_watch_retry_attempts_total` | Counter | table, queue, instance | Total retry attempts | +| `ice_watch_events_by_status_total` | Counter | table, queue, instance, status | Events by match status (matched/unmatched) | + +### Maintenance Metrics + +These metrics track background maintenance operations. + +| Metric Name | Type | Labels | Description | +|-------------|------|--------|-------------| +| `ice_maintenance_runs_total` | Counter | status | Total number of maintenance runs | +| `ice_maintenance_duration_seconds` | Histogram | - | Duration of maintenance run in seconds | +| `ice_maintenance_in_progress` | Gauge | - | Whether maintenance is currently running (1 = running, 0 = idle) | +| `ice_maintenance_last_run_timestamp` | Gauge | - | Unix timestamp of the last maintenance run | +| `ice_maintenance_start_timestamp` | Gauge | - | Unix timestamp when current maintenance started | +| `ice_maintenance_skipped_total` | Counter | - | Times maintenance was skipped (already in maintenance mode) | +| `ice_maintenance_orphan_files_found_total` | Counter | table | Total orphaned files discovered | +| `ice_maintenance_orphan_files_deleted_total` | Counter | table | Total orphaned files successfully deleted | +| `ice_maintenance_orphan_files_excluded_total` | Counter | table | Files excluded by whitelist | +| `ice_maintenance_orphan_delete_failures_total` | Counter | table | Files that failed to delete | +| `ice_maintenance_compaction_files_merged_total` | Counter | table | Total input files merged during compaction | +| `ice_maintenance_compaction_output_files_total` | Counter | table | Total output files produced after merge | +| `ice_maintenance_compaction_bytes_read_total` | Counter | table | Total bytes read during compaction | +| `ice_maintenance_compaction_bytes_written_total` | Counter | table | Total bytes written during compaction | + +## Label Descriptions + +| Label | Description | +|-------|-------------| +| `catalog` | Catalog name (default: "default") | +| `namespace` | Namespace/schema name (e.g., "db.schema") | +| `table` | Table name | +| `operation` | Commit operation type (e.g., "append", "replace", "overwrite") | +| `method` | HTTP method (GET, POST, DELETE, etc.) | +| `route` | REST API route name (e.g., LIST_NAMESPACES, LOAD_TABLE) | +| `status_class` | HTTP status code class (200, 400, 404, 500, etc.) | +| `status` | Maintenance run status (success, failure) or event match status | +| `type` | Error type for metrics report errors | +| `queue` | SQS queue name for InsertWatch | +| `instance` | Instance identifier for InsertWatch | + + +## Grafana Dashboard + +Import the dashboard from `iceberg-metrics-dashboard.json` in this directory. + diff --git a/examples/grafana/screenshots/commit-delete-metrics.png b/examples/grafana/screenshots/commit-delete-metrics.png new file mode 100644 index 0000000000000000000000000000000000000000..622db1320ec720138bc8b9353bde79da9bc7648d GIT binary patch literal 239661 zcmeFZcT^MI-Zl(~AflomARtAgNR4#qO{5p;9qCd-?*Ty(r3#T=BGN&6FCn7zD$M|) zNw1+3Ae3*o&v~Bbtna&h-tYL|yVhZ?Fq4_tGkf;_)$4cdyw^~Zzj>YdIt~ubO+|&L znm9PbbvQWqc-IJkBVsqIU*q81P_~nm)lig`WzcW~+t@i;;JqQWl+h^9inv~4^0e%85kolb?Q(NHiZ-+%1u;9v zxnyjzxWyy7&Q=8+>Ix=ENGiLlGPX}^0+^;(}?+3W$~ zyTzgV=ld6Yv=@yFOOFVa%HHaTYf+G9MN%zoDjqI8X4VZmddQW(G|>8ntd_#Q;aB7sTDnkVzx{CUvVxZ=X$(KwJSwo#Ekmn0$c#)yHq|>&Ks6 zWYE7r@ZIlxgW(GgrZU*aRkmQ@d38_b2IIsWK^+M?H0*m3{g?hHG?;tu<{QO-v1LYW zzjJy0L#>Wa(fAR~+@k)ETL-UC_MnHBfi4{RtKr!BX$@NTd6h|=C$roxbhpsNwqBu} zwKHIAU47ZA3yKyJjuEiD>*r4&&F@Nv_x*^a_M$F%&E9Q%kwhO~YWMnh>DJ+mbQo6l zFtqF@js1JBZ?|47mqEv_ejzF%y^s3{bT4&&$sC0Esmnz 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