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Timefold solves planning problems.
This lightweight, embeddable planning engine implements powerful and scalable algorithms
to optimize business resource scheduling and planning.
This module contains the Spring Boot autoconfigure.
package ai.timefold.solver.spring.boot.autoconfigure;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashSet;
import java.util.List;
import java.util.Objects;
import java.util.Set;
import java.util.function.BiFunction;
import java.util.stream.Collectors;
import ai.timefold.solver.core.api.domain.entity.PlanningEntity;
import ai.timefold.solver.core.api.domain.solution.PlanningSolution;
import ai.timefold.solver.core.api.score.Score;
import ai.timefold.solver.core.api.score.ScoreManager;
import ai.timefold.solver.core.api.score.calculator.EasyScoreCalculator;
import ai.timefold.solver.core.api.score.calculator.IncrementalScoreCalculator;
import ai.timefold.solver.core.api.score.stream.Constraint;
import ai.timefold.solver.core.api.score.stream.ConstraintFactory;
import ai.timefold.solver.core.api.score.stream.ConstraintProvider;
import ai.timefold.solver.core.api.score.stream.ConstraintStreamImplType;
import ai.timefold.solver.core.api.solver.SolutionManager;
import ai.timefold.solver.core.api.solver.SolverFactory;
import ai.timefold.solver.core.api.solver.SolverManager;
import ai.timefold.solver.core.config.score.director.ScoreDirectorFactoryConfig;
import ai.timefold.solver.core.config.solver.SolverConfig;
import ai.timefold.solver.core.config.solver.SolverManagerConfig;
import ai.timefold.solver.core.config.solver.termination.TerminationConfig;
import ai.timefold.solver.jackson.api.TimefoldJacksonModule;
import ai.timefold.solver.spring.boot.autoconfigure.config.SolverManagerProperties;
import ai.timefold.solver.spring.boot.autoconfigure.config.SolverProperties;
import ai.timefold.solver.spring.boot.autoconfigure.config.TerminationProperties;
import ai.timefold.solver.spring.boot.autoconfigure.config.TimefoldProperties;
import ai.timefold.solver.test.api.score.stream.ConstraintVerifier;
import ai.timefold.solver.test.api.score.stream.MultiConstraintVerification;
import ai.timefold.solver.test.api.score.stream.SingleConstraintVerification;
import org.springframework.beans.factory.BeanClassLoaderAware;
import org.springframework.beans.factory.annotation.AnnotatedBeanDefinition;
import org.springframework.beans.factory.config.BeanDefinition;
import org.springframework.boot.autoconfigure.AutoConfigurationPackages;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.boot.autoconfigure.condition.ConditionalOnClass;
import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;
import org.springframework.boot.autoconfigure.domain.EntityScan;
import org.springframework.boot.autoconfigure.domain.EntityScanPackages;
import org.springframework.boot.autoconfigure.domain.EntityScanner;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.context.ApplicationContext;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.ClassPathScanningCandidateComponentProvider;
import org.springframework.context.annotation.Configuration;
import org.springframework.core.type.AnnotationMetadata;
import org.springframework.core.type.filter.AssignableTypeFilter;
import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
import org.springframework.util.ClassUtils;
import com.fasterxml.jackson.databind.Module;
@Configuration
@ConditionalOnClass({ SolverConfig.class, SolverFactory.class, ScoreManager.class, SolutionManager.class, SolverManager.class })
@ConditionalOnMissingBean({ SolverConfig.class, SolverFactory.class, ScoreManager.class, SolutionManager.class,
SolverManager.class })
@EnableConfigurationProperties({ TimefoldProperties.class })
public class TimefoldAutoConfiguration implements BeanClassLoaderAware {
private final ApplicationContext context;
private final TimefoldProperties timefoldProperties;
private ClassLoader beanClassLoader;
protected TimefoldAutoConfiguration(ApplicationContext context,
TimefoldProperties timefoldProperties) {
this.context = context;
this.timefoldProperties = timefoldProperties;
}
@Override
public void setBeanClassLoader(ClassLoader beanClassLoader) {
this.beanClassLoader = beanClassLoader;
}
@Bean
@ConditionalOnMissingBean
public SolverManager solverManager(SolverFactory solverFactory) {
// TODO supply ThreadFactory
SolverManagerConfig solverManagerConfig = new SolverManagerConfig();
SolverManagerProperties solverManagerProperties = timefoldProperties.getSolverManager();
if (solverManagerProperties != null) {
if (solverManagerProperties.getParallelSolverCount() != null) {
solverManagerConfig.setParallelSolverCount(solverManagerProperties.getParallelSolverCount());
}
}
return SolverManager.create(solverFactory, solverManagerConfig);
}
@Deprecated(forRemoval = true)
@Bean
@ConditionalOnMissingBean
public > ScoreManager scoreManager(
SolverFactory solverFactory) {
return ScoreManager.create(solverFactory);
}
@Bean
@ConditionalOnMissingBean
public > SolutionManager solutionManager(
SolverFactory solverFactory) {
return SolutionManager.create(solverFactory);
}
@Bean
@ConditionalOnMissingBean
public SolverFactory solverFactory(SolverConfig solverConfig) {
return SolverFactory.create(solverConfig);
}
@Bean
@ConditionalOnMissingBean
public SolverConfig solverConfig() {
String solverConfigXml = timefoldProperties.getSolverConfigXml();
SolverConfig solverConfig;
if (solverConfigXml != null) {
if (beanClassLoader.getResource(solverConfigXml) == null) {
throw new IllegalStateException("Invalid timefold.solverConfigXml property (" + solverConfigXml
+ "): that classpath resource does not exist.");
}
solverConfig = SolverConfig.createFromXmlResource(solverConfigXml, beanClassLoader);
} else if (beanClassLoader.getResource(TimefoldProperties.DEFAULT_SOLVER_CONFIG_URL) != null) {
solverConfig = SolverConfig.createFromXmlResource(
TimefoldProperties.DEFAULT_SOLVER_CONFIG_URL, beanClassLoader);
} else {
solverConfig = new SolverConfig(beanClassLoader);
}
applySolverProperties(solverConfig);
return solverConfig;
}
// @Bean wrapped by static class to avoid classloading issues if dependencies are absent
@ConditionalOnClass({ ConstraintVerifier.class })
@ConditionalOnMissingBean({ ConstraintVerifier.class })
static class TimefoldConstraintVerifierConfiguration {
@Bean
@SuppressWarnings("unchecked")
ConstraintVerifier constraintVerifier(SolverConfig solverConfig) {
ScoreDirectorFactoryConfig scoreDirectorFactoryConfig = solverConfig.getScoreDirectorFactoryConfig();
if (scoreDirectorFactoryConfig.getConstraintProviderClass() == null) {
// Return a mock ConstraintVerifier so not having ConstraintProvider doesn't crash tests
// (Cannot create custom condition that checks SolverConfig, since that
// requires TimefoldAutoConfiguration to have a no-args constructor)
final String noConstraintProviderErrorMsg =
"Cannot provision a ConstraintVerifier because there is no ConstraintProvider class.";
return new ConstraintVerifier<>() {
@Override
public ConstraintVerifier
withConstraintStreamImplType(ConstraintStreamImplType constraintStreamImplType) {
throw new UnsupportedOperationException(noConstraintProviderErrorMsg);
}
@Override
public SingleConstraintVerification
verifyThat(BiFunction constraintFunction) {
throw new UnsupportedOperationException(noConstraintProviderErrorMsg);
}
@Override
public MultiConstraintVerification verifyThat() {
throw new UnsupportedOperationException(noConstraintProviderErrorMsg);
}
};
}
return ConstraintVerifier.create(solverConfig);
}
}
private void applySolverProperties(SolverConfig solverConfig) {
IncludeAbstractClassesEntityScanner entityScanner = new IncludeAbstractClassesEntityScanner(this.context);
if (solverConfig.getSolutionClass() == null) {
solverConfig.setSolutionClass(findSolutionClass(entityScanner));
}
if (solverConfig.getEntityClassList() == null) {
solverConfig.setEntityClassList(findEntityClassList(entityScanner));
} else {
long entityClassCount = solverConfig.getEntityClassList().stream()
.filter(Objects::nonNull)
.count();
if (entityClassCount == 0L) {
throw new IllegalStateException("The solverConfig's entityClassList (" + solverConfig.getEntityClassList()
+ ") does not contain any non-null entries.\n"
+ "Maybe the classes listed there do not actually exist and therefore deserialization turned them to null?\n");
}
}
applyScoreDirectorFactoryProperties(solverConfig);
SolverProperties solverProperties = timefoldProperties.getSolver();
if (solverProperties != null) {
if (solverProperties.getEnvironmentMode() != null) {
solverConfig.setEnvironmentMode(solverProperties.getEnvironmentMode());
}
if (solverProperties.getDomainAccessType() != null) {
solverConfig.setDomainAccessType(solverProperties.getDomainAccessType());
}
if (solverProperties.getConstraintStreamImplType() != null) {
solverConfig.withConstraintStreamImplType(solverProperties.getConstraintStreamImplType());
}
if (solverProperties.getDaemon() != null) {
solverConfig.setDaemon(solverProperties.getDaemon());
}
if (solverProperties.getMoveThreadCount() != null) {
solverConfig.setMoveThreadCount(solverProperties.getMoveThreadCount());
}
applyTerminationProperties(solverConfig, solverProperties.getTermination());
}
}
private Class findSolutionClass(IncludeAbstractClassesEntityScanner entityScanner) {
Set> solutionClassSet;
try {
solutionClassSet = entityScanner.scan(PlanningSolution.class);
} catch (ClassNotFoundException e) {
throw new IllegalStateException("Scanning for @" + PlanningSolution.class.getSimpleName()
+ " annotations failed.", e);
}
if (solutionClassSet.size() > 1) {
throw new IllegalStateException("Multiple classes (" + solutionClassSet
+ ") found with a @" + PlanningSolution.class.getSimpleName() + " annotation.");
}
if (solutionClassSet.isEmpty()) {
throw new IllegalStateException("No classes (" + solutionClassSet
+ ") found with a @" + PlanningSolution.class.getSimpleName() + " annotation.\n"
+ "Maybe your @" + PlanningSolution.class.getSimpleName() + " annotated class "
+ " is not in a subpackage of your @" + SpringBootApplication.class.getSimpleName()
+ " annotated class's package.\n"
+ "Maybe move your planning solution class to your application class's (sub)package"
+ " (or use @" + EntityScan.class.getSimpleName() + ").");
}
return solutionClassSet.iterator().next();
}
private List> findEntityClassList(IncludeAbstractClassesEntityScanner entityScanner) {
Set> entityClassSet;
try {
entityClassSet = entityScanner.scan(PlanningEntity.class);
} catch (ClassNotFoundException e) {
throw new IllegalStateException("Scanning for @" + PlanningEntity.class.getSimpleName() + " failed.", e);
}
if (entityClassSet.isEmpty()) {
throw new IllegalStateException("No classes (" + entityClassSet
+ ") found with a @" + PlanningEntity.class.getSimpleName() + " annotation.\n"
+ "Maybe your @" + PlanningEntity.class.getSimpleName() + " annotated class(es) "
+ " are not in a subpackage of your @" + SpringBootApplication.class.getSimpleName()
+ " annotated class's package.\n"
+ "Maybe move your planning entity classes to your application class's (sub)package"
+ " (or use @" + EntityScan.class.getSimpleName() + ").");
}
return new ArrayList<>(entityClassSet);
}
protected void applyScoreDirectorFactoryProperties(SolverConfig solverConfig) {
String constraintsDrlFromProperty = constraintsDrl();
String defaultConstraintsDrl = defaultConstraintsDrl();
String effectiveConstraintsDrl =
constraintsDrlFromProperty != null ? constraintsDrlFromProperty : defaultConstraintsDrl;
if (solverConfig.getScoreDirectorFactoryConfig() == null) {
solverConfig.setScoreDirectorFactoryConfig(defaultScoreDirectoryFactoryConfig(effectiveConstraintsDrl));
} else {
ScoreDirectorFactoryConfig scoreDirectorFactoryConfig = solverConfig.getScoreDirectorFactoryConfig();
if (constraintsDrlFromProperty != null) {
scoreDirectorFactoryConfig.setScoreDrlList(Collections.singletonList(constraintsDrlFromProperty));
} else {
if (scoreDirectorFactoryConfig.getScoreDrlList() == null && defaultConstraintsDrl != null) {
scoreDirectorFactoryConfig.setScoreDrlList(Collections.singletonList(defaultConstraintsDrl));
}
}
}
}
protected String constraintsDrl() {
String constraintsDrl = timefoldProperties.getScoreDrl();
if (constraintsDrl != null) {
if (beanClassLoader.getResource(constraintsDrl) == null) {
throw new IllegalStateException("Invalid " + TimefoldProperties.SCORE_DRL_PROPERTY
+ " property (" + constraintsDrl + "): that classpath resource does not exist.");
}
}
return constraintsDrl;
}
protected String defaultConstraintsDrl() {
return beanClassLoader.getResource(TimefoldProperties.DEFAULT_CONSTRAINTS_DRL_URL) != null
? TimefoldProperties.DEFAULT_CONSTRAINTS_DRL_URL
: null;
}
private ScoreDirectorFactoryConfig defaultScoreDirectoryFactoryConfig(String constraintsDrl) {
ScoreDirectorFactoryConfig scoreDirectorFactoryConfig = new ScoreDirectorFactoryConfig();
scoreDirectorFactoryConfig.setEasyScoreCalculatorClass(findImplementingClass(EasyScoreCalculator.class));
scoreDirectorFactoryConfig.setConstraintProviderClass(findImplementingClass(ConstraintProvider.class));
scoreDirectorFactoryConfig
.setIncrementalScoreCalculatorClass(findImplementingClass(IncrementalScoreCalculator.class));
if (constraintsDrl != null) {
scoreDirectorFactoryConfig.setScoreDrlList(Collections.singletonList(constraintsDrl));
}
if (scoreDirectorFactoryConfig.getEasyScoreCalculatorClass() == null
&& scoreDirectorFactoryConfig.getConstraintProviderClass() == null
&& scoreDirectorFactoryConfig.getIncrementalScoreCalculatorClass() == null
&& scoreDirectorFactoryConfig.getScoreDrlList() == null) {
throw new IllegalStateException("No classes found that implement "
+ EasyScoreCalculator.class.getSimpleName() + ", "
+ ConstraintProvider.class.getSimpleName() + " or "
+ IncrementalScoreCalculator.class.getSimpleName() + ".\n"
+ "Neither was a property " + TimefoldProperties.SCORE_DRL_PROPERTY + " defined, nor a "
+ TimefoldProperties.DEFAULT_CONSTRAINTS_DRL_URL + " resource found.\n"
+ "Maybe your " + ConstraintProvider.class.getSimpleName() + " class "
+ " is not in a subpackage of your @" + SpringBootApplication.class.getSimpleName()
+ " annotated class's package.\n"
+ "Maybe move your " + ConstraintProvider.class.getSimpleName()
+ " class to your application class's (sub)package"
+ " (or use @" + EntityScan.class.getSimpleName() + ").");
}
return scoreDirectorFactoryConfig;
}
private Class findImplementingClass(Class targetClass) {
if (!AutoConfigurationPackages.has(context)) {
return null;
}
ClassPathScanningCandidateComponentProvider scanner = new ClassPathScanningCandidateComponentProvider(false);
scanner.setEnvironment(context.getEnvironment());
scanner.setResourceLoader(context);
scanner.addIncludeFilter(new AssignableTypeFilter(targetClass));
EntityScanPackages entityScanPackages = EntityScanPackages.get(context);
Set packages = new HashSet<>();
packages.addAll(AutoConfigurationPackages.get(context));
packages.addAll(entityScanPackages.getPackageNames());
List> classList = packages.stream()
.flatMap(basePackage -> scanner.findCandidateComponents(basePackage).stream())
// findCandidateComponents can return the same package for different base packages
.distinct()
.sorted(Comparator.comparing(BeanDefinition::getBeanClassName))
.map(candidate -> {
try {
Class clazz = ClassUtils.forName(candidate.getBeanClassName(), context.getClassLoader())
.asSubclass(targetClass);
return clazz;
} catch (ClassNotFoundException e) {
throw new IllegalStateException("The " + targetClass.getSimpleName() + " class ("
+ candidate.getBeanClassName() + ") cannot be found.", e);
}
})
.collect(Collectors.toList());
if (classList.size() > 1) {
throw new IllegalStateException("Multiple classes (" + classList
+ ") found that implement the interface " + targetClass.getSimpleName() + ".");
}
if (classList.isEmpty()) {
return null;
}
return classList.get(0);
}
static void applyTerminationProperties(SolverConfig solverConfig, TerminationProperties terminationProperties) {
TerminationConfig terminationConfig = solverConfig.getTerminationConfig();
if (terminationConfig == null) {
terminationConfig = new TerminationConfig();
solverConfig.setTerminationConfig(terminationConfig);
}
if (terminationProperties != null) {
if (terminationProperties.getSpentLimit() != null) {
terminationConfig.overwriteSpentLimit(terminationProperties.getSpentLimit());
}
if (terminationProperties.getUnimprovedSpentLimit() != null) {
terminationConfig.overwriteUnimprovedSpentLimit(terminationProperties.getUnimprovedSpentLimit());
}
if (terminationProperties.getBestScoreLimit() != null) {
terminationConfig.setBestScoreLimit(terminationProperties.getBestScoreLimit());
}
}
}
// @Bean wrapped by static class to avoid classloading issues if dependencies are absent
@Configuration(proxyBeanMethods = false)
@ConditionalOnClass({ Jackson2ObjectMapperBuilder.class, Score.class })
static class TimefoldJacksonConfiguration {
@Bean
Module jacksonModule() {
return TimefoldJacksonModule.createModule();
}
}
private static class IncludeAbstractClassesEntityScanner extends EntityScanner {
public IncludeAbstractClassesEntityScanner(ApplicationContext context) {
super(context);
}
@Override
protected ClassPathScanningCandidateComponentProvider
createClassPathScanningCandidateComponentProvider(ApplicationContext context) {
return new ClassPathScanningCandidateComponentProvider(false) {
@Override
protected boolean isCandidateComponent(AnnotatedBeanDefinition beanDefinition) {
AnnotationMetadata metadata = beanDefinition.getMetadata();
// Do not exclude abstract classes nor interfaces
return metadata.isIndependent();
}
};
}
}
}