Files
qbit-data-analysis/src/main/java/com/kingsrook/qbits/dataanalysis/api/WatchSchemas.java
T
james.maesandClaude Opus 5.5 43c7571864 feat(watches): anomaly watches through the alerts SPI, contingent pickers
Watches evaluate a metric per time bucket as their owner (SPIKE, DROP,
OUT_OF_RANGE, NEW_CATEGORY, NULL_RATE_CREEP with robust baselines) on a
hidden scheduled process, raise and resolve data.analysis.anomaly alerts
through QAlerts, and offer Evaluate now / Enable / Disable record actions
and a preview endpoint (extension 1.3.0). Pivot and crosstab labels are
human (Yes/No, Average Annual Salary). Contingent fields: a watch's saved
analysis depends on its table, table names use the core tables PVS, and
analyzable/excluded fields pick from the chosen table's fields.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 20:34:19 -05:00

127 lines
6.3 KiB
Java

/*
* QQQ - Low-code Application Framework for Engineers.
* Copyright (C) 2021-2025. Kingsrook, LLC
* 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
* contact@kingsrook.com
* https://github.com/Kingsrook/
*
* 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
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.kingsrook.qbits.dataanalysis.api;
import java.io.Serializable;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import com.kingsrook.qqq.middleware.javalin.schemabuilder.ToSchema;
import com.kingsrook.qqq.openapi.model.Schema;
import com.kingsrook.qqq.openapi.model.Type;
/*******************************************************************************
** Standalone watch preview contracts referencing the existing chart and drill.
*******************************************************************************/
public class WatchSchemas
{
/*******************************************************************************
** Register every referenced version-one watch response component.
*******************************************************************************/
public static Map<String, Schema> components()
{
return (Map.of("DataAnalysisWatchPreviewV1", new DataAnalysisWatchPreviewV1().toSchema(),
"DataAnalysisWatchBucketV1", new DataAnalysisWatchBucketV1().toSchema(),
"DataAnalysisWatchVerdictV1", new DataAnalysisWatchVerdictV1().toSchema()));
}
/*******************************************************************************
** One complete bucket; suppressed series never expose categories or drills.
*******************************************************************************/
public static class DataAnalysisWatchBucketV1 implements ToSchema
{
public Serializable start;
public Double value;
public List<String> categories;
public DataAnalysisSchemas.DataAnalysisDrillV1 drill;
/*******************************************************************************
** Explicit nullable types and component references.
*******************************************************************************/
@Override
public Schema toSchema()
{
Map<String, Schema> properties = new LinkedHashMap<>();
properties.put("start", new Schema().withType(Type.STRING).withDescription("Calendar date or hour-start instant in the user's time zone."));
properties.put("value", new Schema().withType(Type.NUMBER).withNullable(true));
properties.put("categories", new Schema().withType(Type.ARRAY).withItems(new Schema().withType(Type.STRING)));
properties.put("drill", new Schema().withRef("#/components/schemas/DataAnalysisDrillV1").withNullable(true));
return (new Schema().withType(Type.OBJECT).withProperties(properties));
}
}
/*******************************************************************************
** Unevaluated means no state change; baseline bounds describe the annotation.
*******************************************************************************/
public static class DataAnalysisWatchVerdictV1 implements ToSchema
{
public Boolean evaluated;
public Boolean firing;
public Double value;
public Double baseline;
public Double baselineLow;
public Double baselineHigh;
public String message;
public DataAnalysisSchemas.DataAnalysisDrillV1 drill;
/*******************************************************************************
** Carry numeric baseline bounds as well as the plain-English explanation.
*******************************************************************************/
@Override
public Schema toSchema()
{
Map<String, Schema> properties = new LinkedHashMap<>();
properties.put("evaluated", new Schema().withType(Type.BOOLEAN).withDescription("False for insufficient history or privacy suppression; must not resolve an alert."));
properties.put("firing", new Schema().withType(Type.BOOLEAN));
for(String field : List.of("value", "baseline", "baselineLow", "baselineHigh"))
{
properties.put(field, new Schema().withType(Type.NUMBER).withNullable(true));
}
properties.put("message", new Schema().withType(Type.STRING));
properties.put("drill", new Schema().withRef("#/components/schemas/DataAnalysisDrillV1").withNullable(true));
return (new Schema().withType(Type.OBJECT).withProperties(properties));
}
}
/*******************************************************************************
** Complete preview, using the same semantic chart as other analysis endpoints.
*******************************************************************************/
public static class DataAnalysisWatchPreviewV1 implements ToSchema
{
public List<DataAnalysisWatchBucketV1> series;
public DataAnalysisSchemas.DataAnalysisChartV1 chart;
public DataAnalysisWatchVerdictV1 verdict;
/*******************************************************************************
** Stable references let clients vendor this fragment without middleware.
*******************************************************************************/
@Override
public Schema toSchema()
{
Map<String, Schema> properties = new LinkedHashMap<>();
properties.put("series", new Schema().withType(Type.ARRAY).withItems(new Schema().withRef("#/components/schemas/DataAnalysisWatchBucketV1")));
properties.put("chart", new Schema().withRef("#/components/schemas/DataAnalysisChartV1").withDescription("TIME_SERIES with baseline band annotations."));
properties.put("verdict", new Schema().withRef("#/components/schemas/DataAnalysisWatchVerdictV1"));
return (new Schema().withType(Type.OBJECT).withProperties(properties));
}
}
}