james.maesandClaude Opus 5.5
43c7571864
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>
113 lines
4.5 KiB
Java
113 lines
4.5 KiB
Java
/*
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* QQQ - Low-code Application Framework for Engineers.
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* Copyright (C) 2021-2025. Kingsrook, LLC
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* 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
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* contact@kingsrook.com
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* https://github.com/Kingsrook/
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.kingsrook.qbits.dataanalysis.model;
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import java.io.Serializable;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Locale;
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import java.util.Map;
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import com.kingsrook.qqq.backend.core.actions.values.QCustomPossibleValueProvider;
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import com.kingsrook.qqq.backend.core.context.QContext;
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import com.kingsrook.qqq.backend.core.model.actions.values.SearchPossibleValueSourceInput;
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import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
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import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.QPossibleValue;
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import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
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import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
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import com.kingsrook.qqq.backend.core.utils.StringUtils;
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import com.kingsrook.qqq.backend.core.utils.ValueUtils;
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/*******************************************************************************
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** Fields of the table selected in the settings form. Core has no multi-select
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** PVS field yet; settings retain their comma-separated TEXT representation.
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*******************************************************************************/
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public class DataAnalysisFieldPossibleValueProvider implements QCustomPossibleValueProvider<String>
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{
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public static final String NAME = "data_analysis_fields";
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/*******************************************************************************
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** Without form values the table is unknown; preserve names, including CSV lists.
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*******************************************************************************/
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@Override
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public QPossibleValue<String> getPossibleValue(Serializable idValue)
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{
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String name = ValueUtils.getValueAsString(idValue);
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return (name == null ? null : new QPossibleValue<>(name, name));
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}
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/*******************************************************************************
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** Offer only fields of the selected table, honoring search text and id lookups.
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*******************************************************************************/
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@Override
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public List<QPossibleValue<String>> search(SearchPossibleValueSourceInput input)
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{
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List<QPossibleValue<String>> values = new ArrayList<>();
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QTableMetaData table = resolveTable(input.getOtherValues());
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if(table == null)
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{
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return (values);
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}
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for(QFieldMetaData field : table.getFields().values())
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{
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String label = field.getLabel() == null ? field.getName() : field.getLabel();
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QPossibleValue<String> value = new QPossibleValue<>(field.getName(), label + " (" + field.getName() + ")");
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if(CollectionUtils.nullSafeHasContents(input.getIdList()))
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{
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if(input.getIdList().stream().anyMatch(id -> value.getId().equals(ValueUtils.getValueAsString(id))))
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{
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values.add(value);
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}
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}
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else
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{
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String term = input.getSearchTerm();
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if(!StringUtils.hasContent(term) || value.getLabel().toLowerCase(Locale.ROOT).contains(term.toLowerCase(Locale.ROOT)))
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{
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values.add(value);
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}
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}
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}
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return (values);
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}
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/*******************************************************************************
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** Resolve the table from the frontend form values, never from the config table.
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*******************************************************************************/
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private QTableMetaData resolveTable(Map<String, Serializable> otherValues)
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{
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if(otherValues == null || QContext.getQInstance() == null)
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{
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return (null);
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}
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String tableName = ValueUtils.getValueAsString(otherValues.get("table_name"));
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return (StringUtils.hasContent(tableName) ? QContext.getQInstance().getTable(tableName) : null);
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}
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}
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