Package overit.geocallapp.wfm.ai.bl.processing.task

Class BTBasicTraining

java.lang.Object

overit.geocall.bl.BusinessTask<Void>

overit.geocallapp.wfm.ai.bl.processing.task.BTBasicAIProcess

overit.geocallapp.wfm.ai.bl.processing.task.BTBasicTraining

All Implemented Interfaces:

Serializable, Tool

Direct Known Subclasses:

BTTrainingDuration, BTTrainingPPartsManagement, BTTrainingTeamSuggestion

public abstract class BTBasicTraining
extends BTBasicAIProcess

Task containing the basic methods for training.

Since:

9.2

See Also:

• Serialized Form

GCApi:

task

Field Summary

Fields

Modifier and Type	Field	Description
protected AITrainingApi	api
protected static final long	MAX_WAITING_TIME
protected String	modelClob
protected String	reportClob
protected String	reportFolder
protected SimpleDateFormat	sdf
static final int	WAITING_TIME

Fields inherited from class overit.geocallapp.wfm.ai.bl.processing.task.BTBasicAIProcess

algorithmName, asyncQueueMode, configurationParamsHistory, elaborationHistory, factory, filesToDelete, headers, instanceType, modelName, resourcesFolder

Constructor Summary

Constructors

Constructor	Description
BTBasicTraining()

Method Summary

Modifier and Type	Method	Description
protected abstract File	buildFileToTransfer(PoolKit pk)
protected void	checkConfiguration()
protected void	elaborateTask(PoolKit pk)
protected String	getAwsUploadPath(String algorithm, String model)
protected int	getLogValidityDays()
protected String	getMatchingFilePath(Path rootDir, String startsWith, String endsWith, String extension)
protected abstract String	getPathFromAgorithm(Long algorithm)
protected TrainingReports	getReports(File dir)
protected AIModelsApi	instantiateModelsApi()
protected void	manageTrainingResults(String log, PoolKit pk)
protected void	promoteModel(AIModelsApi modelsApi)

Methods inherited from class overit.geocallapp.wfm.ai.bl.processing.task.BTBasicAIProcess

body, buildHeaders, clearOldLogs, deleteFileS3, deleteTemporaryFiles, getAiConfiguration, getConfigurationParamsHistory, getElaborationHistory, getError, getJobName, getResourcesFolder, getTrainingType, isAsyncQueueMode, prepareDataForApi, setAiConfiguration, setAsyncQueueMode, setJobName, setResourcesFolder, setTrainingType, uploadFileS3, writeLogTable

Methods inherited from class overit.geocall.bl.BusinessTask

start, start, startAlone, startInBackground

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details

MAX_WAITING_TIME

protected static final long MAX_WAITING_TIME

See Also:

• Constant Field Values

WAITING_TIME

public static final int WAITING_TIME

See Also:

• Constant Field Values

modelClob

protected String modelClob

reportClob

protected String reportClob

api

protected AITrainingApi api

reportFolder

protected String reportFolder

sdf

protected SimpleDateFormat sdf

Constructor Details

BTBasicTraining

public BTBasicTraining()

Method Details

elaborateTask

protected void elaborateTask(PoolKit pk)
                      throws DAException,
DAValidateException

Specified by:

elaborateTask in class BTBasicAIProcess

Throws:

DAException

DAValidateException

buildFileToTransfer

protected abstract File buildFileToTransfer(PoolKit pk)
                                     throws DAException,
DAValidateException

Throws:

DAException

DAValidateException

checkConfiguration

protected void checkConfiguration()
                           throws DAValidateException,
DAException

Overrides:

checkConfiguration in class BTBasicAIProcess

Throws:

DAValidateException

DAException

getAwsUploadPath

protected String getAwsUploadPath(String algorithm,
 String model)

Overrides:

getAwsUploadPath in class BTBasicAIProcess

Parameters:

algorithm -

model -

Returns:

getMatchingFilePath

protected String getMatchingFilePath(Path rootDir,
 String startsWith,
 String endsWith,
 String extension)
                              throws IOException,
DAValidateException

Throws:

IOException

DAValidateException

instantiateModelsApi

protected AIModelsApi instantiateModelsApi()

manageTrainingResults

protected void manageTrainingResults(String log,
 PoolKit pk)
                              throws DAException,
DAValidateException,
IOException

Throws:

DAException

DAValidateException

IOException

getReports

protected TrainingReports getReports(File dir)
                              throws IOException,
DAValidateException

Throws:

IOException

DAValidateException

promoteModel

protected void promoteModel(AIModelsApi modelsApi)
                     throws DAValidateException,
DAException

Throws:

DAValidateException

DAException

getPathFromAgorithm

protected abstract String getPathFromAgorithm(Long algorithm)

getLogValidityDays

protected int getLogValidityDays()

Specified by:

getLogValidityDays in class BTBasicAIProcess