Files
qbit-data-analysis/src/main/java/com/kingsrook/qbits/dataanalysis/DataAnalysisQBitProducer.java
T
james.maesandClaude Opus 5.5 a91f6c5e03 feat(api): /qqq/v1 data-analysis extension, core pushdown backend, analyze permission
UI API extension data-analysis 1.0.0 (capabilities, column-profile,
distinct-values, table-profile, duplicates, runs) with typed
DataAnalysis*V1 schemas and the committed OpenAPI fragment. The analyze
permission is registered through core TableFeaturePermissionsMetaData.
CoreAnalysisBackend pushes percentiles, stddev, null/blank counts, numeric
and date buckets down through the RC.6 aggregate extensions; estimates
sample natively and scale counts, and the stand-in uses one primary-key
bound instead of an IN list. Builds against QQQ 4.1.0-RC.6.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 17:43:50 -05:00

158 lines
6.1 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;
import com.kingsrook.qbits.dataanalysis.api.DataAnalysisApi;
import com.kingsrook.qqq.backend.core.exceptions.QException;
import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducerMultiOutput;
import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
import com.kingsrook.qqq.backend.core.model.metadata.permissions.TableFeaturePermission;
import com.kingsrook.qqq.backend.core.model.metadata.permissions.TableFeaturePermissionsMetaData;
import com.kingsrook.qqq.backend.core.model.metadata.qbits.QBitMetaData;
import com.kingsrook.qqq.backend.core.model.metadata.qbits.QBitMetaDataProducer;
/*******************************************************************************
** Entry point for the Data Analysis qbit; scans only its metadata package.
*******************************************************************************/
public class DataAnalysisQBitProducer implements QBitMetaDataProducer<DataAnalysisQBitConfig>
{
public static final String GROUP_ID = "com.kingsrook.qbits";
public static final String ARTIFACT_ID = "qbit-data-analysis";
public static final String VERSION = "0.1.0";
private DataAnalysisQBitConfig qBitConfig;
private String namespace;
/*******************************************************************************
** Fluent configuration setter.
*******************************************************************************/
public DataAnalysisQBitProducer withQBitConfig(DataAnalysisQBitConfig config)
{
qBitConfig = config;
return (this);
}
/*******************************************************************************
** Configuration for component producers.
*******************************************************************************/
@Override
public DataAnalysisQBitConfig getQBitConfig()
{
return (qBitConfig);
}
/*******************************************************************************
** Fluent namespace setter.
*******************************************************************************/
public DataAnalysisQBitProducer withNamespace(String namespace)
{
this.namespace = namespace;
return (this);
}
/*******************************************************************************
** Qbit namespace.
*******************************************************************************/
@Override
public String getNamespace()
{
return (namespace);
}
/*******************************************************************************
** Qbit identity.
*******************************************************************************/
@Override
public QBitMetaData getQBitMetaData()
{
return (new QBitMetaData().withGroupId(GROUP_ID).withArtifactId(ARTIFACT_ID).withVersion(VERSION).withNamespace(namespace).withConfig(qBitConfig));
}
/*******************************************************************************
** Unconfigured producers discovered by host scanning are disabled.
*******************************************************************************/
@Override
public boolean isEnabled()
{
return (qBitConfig != null);
}
/*******************************************************************************
** Helpers, renderers and the top-level producer are never component producers.
*******************************************************************************/
@Override
public String getPackageNameForFindingMetaDataProducers()
{
return ("com.kingsrook.qbits.dataanalysis.metadata");
}
/*******************************************************************************
** Install metadata and attach the app to its optional parent, like reference qbits.
*******************************************************************************/
@Override
public MetaDataProducerMultiOutput produce(QInstance instance) throws QException
{
qBitConfig.validate(instance);
MetaDataProducerMultiOutput output = QBitMetaDataProducer.super.produce(instance);
output.addSelfToInstance(instance);
new DataAnalysisRuntime(qBitConfig).addSelfToInstance(instance);
var included = java.util.Set.copyOf(qBitConfig.getIncludeTables());
var excluded = java.util.Set.copyOf(qBitConfig.getExcludeTables());
TableFeaturePermissionsMetaData.ofOrWithNew(instance).withPermission(new TableFeaturePermission()
.withSuffix("analyze").withLabel("Analyze").withImpliedBy(null)
.withAppliesTo((qInstance, table) -> !table.getName().startsWith(DataAnalysisQBitConfig.TABLE_NAME_PREFIX)
&& (included.isEmpty() || included.contains(table.getName())) && !excluded.contains(table.getName())));
try
{
Class.forName("io.javalin.Javalin");
Class.forName("com.kingsrook.qqq.middleware.javalin.QJavalinImplementation");
DataAnalysisApi.register(instance);
}
catch(ClassNotFoundException expected)
{
// The engine and metadata also work without the optional middleware.
}
if(qBitConfig.getParentAppName() != null && instance.getApp(qBitConfig.getParentAppName()) != null)
{
instance.getApp(qBitConfig.getParentAppName()).withChild(instance.getApp(qBitConfig.getAppName()));
}
return (new MetaDataProducerMultiOutput());
}
}