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package fr.insee.genesis.domain.service.rawdata;
import fr.insee.bpm.metadata.model.VariablesMap;
import fr.insee.genesis.Constants;
import fr.insee.genesis.configuration.Config;
import fr.insee.genesis.controller.dto.rawdata.LunaticJsonRawDataUnprocessedDto;
import fr.insee.genesis.controller.services.MetadataService;
import fr.insee.genesis.controller.utils.ControllerUtils;
import fr.insee.genesis.domain.model.context.DataProcessingContextModel;
import fr.insee.genesis.domain.model.surveyunit.DataState;
import fr.insee.genesis.domain.model.surveyunit.Mode;
import fr.insee.genesis.domain.model.surveyunit.SurveyUnitModel;
import fr.insee.genesis.domain.model.surveyunit.VariableModel;
import fr.insee.genesis.domain.model.surveyunit.rawdata.DataProcessResult;
import fr.insee.genesis.domain.model.surveyunit.rawdata.LunaticJsonRawDataModel;
import fr.insee.genesis.domain.model.surveyunit.rawdata.RawDataModelType;
import fr.insee.genesis.domain.ports.api.LunaticJsonRawDataApiPort;
import fr.insee.genesis.domain.ports.spi.LunaticJsonRawDataPersistencePort;
import fr.insee.genesis.domain.ports.spi.SurveyUnitQualityToolPort;
import fr.insee.genesis.domain.service.context.DataProcessingContextService;
import fr.insee.genesis.domain.service.surveyunit.SurveyUnitQualityService;
import fr.insee.genesis.domain.service.surveyunit.SurveyUnitService;
import fr.insee.genesis.domain.utils.GroupUtils;
import fr.insee.genesis.domain.utils.JsonUtils;
import fr.insee.genesis.exceptions.GenesisError;
import fr.insee.genesis.exceptions.GenesisException;
import fr.insee.genesis.infrastructure.utils.FileUtils;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.http.ResponseEntity;
import org.springframework.stereotype.Service;
import java.io.IOException;
import java.time.LocalDateTime;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
@Service
@Slf4j
public class LunaticJsonRawDataService implements LunaticJsonRawDataApiPort {
private final ControllerUtils controllerUtils;
private final MetadataService metadataService;
private final SurveyUnitService surveyUnitService;
private final SurveyUnitQualityService surveyUnitQualityService;
private final SurveyUnitQualityToolPort surveyUnitQualityToolPort;
private final DataProcessingContextService dataProcessingContextService;
private final FileUtils fileUtils;
private final Config config;
@Qualifier("lunaticJsonMongoAdapterNew")
private final LunaticJsonRawDataPersistencePort lunaticJsonRawDataPersistencePort;
@Autowired
public LunaticJsonRawDataService(LunaticJsonRawDataPersistencePort lunaticJsonRawDataNewPersistencePort,
ControllerUtils controllerUtils,
MetadataService metadataService,
SurveyUnitService surveyUnitService,
SurveyUnitQualityService surveyUnitQualityService,
FileUtils fileUtils,
DataProcessingContextService dataProcessingContextService,
SurveyUnitQualityToolPort surveyUnitQualityToolPort,
Config config
) {
this.controllerUtils = controllerUtils;
this.metadataService = metadataService;
this.surveyUnitService = surveyUnitService;
this.surveyUnitQualityService = surveyUnitQualityService;
this.fileUtils = fileUtils;
this.lunaticJsonRawDataPersistencePort = lunaticJsonRawDataNewPersistencePort;
this.surveyUnitQualityToolPort = surveyUnitQualityToolPort;
this.dataProcessingContextService = dataProcessingContextService;
this.config = config;
}
@Override
public void save(LunaticJsonRawDataModel rawData) {
lunaticJsonRawDataPersistencePort.save(rawData);
}
@Override
public List<LunaticJsonRawDataModel> getRawData(String campaignName, Mode mode, List<String> interrogationIdList) {
return lunaticJsonRawDataPersistencePort.findRawData(campaignName, mode, interrogationIdList);
}
@Override
public DataProcessResult processRawData(String campaignName, List<String> interrogationIdList, List<GenesisError> errors) throws GenesisException {
int dataCount=0;
int formattedDataCount=0;
DataProcessingContextModel dataProcessingContext =
dataProcessingContextService.getContextByPartitionId(campaignName);
List<Mode> modesList = controllerUtils.getModesList(campaignName, null);
for (Mode mode : modesList) {
//Load and save metadata into database, throw exception if none
VariablesMap variablesMap = metadataService.readMetadatas(campaignName, mode.getModeName(), fileUtils,
errors);
if (variablesMap == null) {
throw new GenesisException(400,
"Error during metadata parsing for mode %s :%n%s"
.formatted(mode, errors.getLast().getMessage())
);
}
int totalBatchs = Math.ceilDiv(interrogationIdList.size() , config.getRawDataProcessingBatchSize());
int batchNumber = 1;
List<String> interrogationIdListForMode = new ArrayList<>(interrogationIdList);
while(!interrogationIdListForMode.isEmpty()){
log.info("Processing raw data batch {}/{}", batchNumber, totalBatchs);
int maxIndex = Math.min(interrogationIdListForMode.size(), config.getRawDataProcessingBatchSize());
List<String> interrogationIdToProcess = interrogationIdListForMode.subList(0, maxIndex);
List<LunaticJsonRawDataModel> rawData = getRawData(campaignName,mode, interrogationIdToProcess);
List<SurveyUnitModel> surveyUnitModels = convertRawData(
rawData,
variablesMap
);
//Save converted data
surveyUnitQualityService.verifySurveyUnits(surveyUnitModels, variablesMap);
surveyUnitService.saveSurveyUnits(surveyUnitModels);
//Update process dates
updateProcessDates(surveyUnitModels);
//Increment data count
dataCount += surveyUnitModels.size();
formattedDataCount += surveyUnitModels.stream().filter(
surveyUnitModel -> surveyUnitModel.getState().equals(DataState.FORMATTED)
).toList().size();
//Send processed ids grouped by questionnaire (if review activated)
if(dataProcessingContext != null && dataProcessingContext.isWithReview()) {
try {
ResponseEntity<Object> response =
surveyUnitQualityToolPort.sendProcessedIds(getProcessedIdsMap(surveyUnitModels));
if (response.getStatusCode().is2xxSuccessful()) {
log.info("Successfully sent {} ids to quality tool", getProcessedIdsMap(surveyUnitModels).keySet().size());
}else{
log.warn("Survey unit quality tool responded non-2xx code {} and body {}",
response.getStatusCode(), response.getBody());
}
}catch (IOException e){
log.error("Error during Perret call request building : {}", e.toString());
}
}
//Remove processed ids from list
interrogationIdListForMode = interrogationIdListForMode.subList(maxIndex, interrogationIdListForMode.size());
batchNumber++;
}
}
return new DataProcessResult(dataCount, formattedDataCount);
}
private Map<String, Set<String>> getProcessedIdsMap(List<SurveyUnitModel> surveyUnitModels) {
Map<String, Set<String>> processedInterrogationIdsPerQuestionnaire = new HashMap<>();
surveyUnitModels.forEach(model ->
processedInterrogationIdsPerQuestionnaire
.computeIfAbsent(model.getQuestionnaireId(), k -> new HashSet<>())
.add(model.getInterrogationId())
);
return processedInterrogationIdsPerQuestionnaire;
}
@Override
public List<SurveyUnitModel> convertRawData(List<LunaticJsonRawDataModel> rawDataList, VariablesMap variablesMap) {
//Convert to genesis model
List<SurveyUnitModel> surveyUnitModels = new ArrayList<>();
//For each possible data state (we receive COLLECTED or EDITED)
for(DataState dataState : List.of(DataState.COLLECTED,DataState.EDITED)){
for (LunaticJsonRawDataModel rawData : rawDataList) {
RawDataModelType rawDataModelType =
rawData.data().containsKey("data") ?
RawDataModelType.FILIERE :
RawDataModelType.DEFAULT;
//Get optional fields
String contextualId = null;
Boolean isCapturedIndirectly = null;
LocalDateTime validationDate = null;
try{
contextualId = rawData.data().get("contextualId") == null ? null : rawData.data().get("contextualId").toString();
isCapturedIndirectly = rawData.data().get("isCapturedIndirectly") == null ? null :
Boolean.parseBoolean(rawData.data().get("isCapturedIndirectly").toString());
validationDate = rawData.data().get("validationDate") == null ? null :
LocalDateTime.parse(rawData.data().get("validationDate").toString());
}catch(Exception e){
log.warn("Exception during optional fields parsing : %s".formatted(e.toString()));
}
SurveyUnitModel surveyUnitModel = SurveyUnitModel.builder()
.campaignId(rawData.campaignId())
.questionnaireId(rawData.questionnaireId())
.mode(rawData.mode())
.interrogationId(rawData.interrogationId())
.contextualId(contextualId)
.validationDate(validationDate)
.isCapturedIndirectly(isCapturedIndirectly)
.state(dataState)
.fileDate(rawData.recordDate())
.recordDate(LocalDateTime.now())
.collectedVariables(new ArrayList<>())
.externalVariables(new ArrayList<>())
.build();
//Data collected variables conversion
convertRawDataCollectedVariables(rawData, surveyUnitModel, dataState, rawDataModelType, variablesMap);
//External variables conversion into COLLECTED document
if(dataState.equals(DataState.COLLECTED)){
convertRawDataExternalVariables(rawData, surveyUnitModel, rawDataModelType, variablesMap);
}
if(surveyUnitModel.getCollectedVariables().isEmpty()
&& surveyUnitModel.getExternalVariables().isEmpty()
){
if(surveyUnitModel.getState() == DataState.COLLECTED){
log.warn("No collected or external variable for interrogation {}, raw data is ignored.", rawData.interrogationId());
}
continue;
}
surveyUnitModels.add(surveyUnitModel);
}
}
return surveyUnitModels;
}
@Override
public List<LunaticJsonRawDataUnprocessedDto> getUnprocessedDataIds() {
List<LunaticJsonRawDataUnprocessedDto> dtos = new ArrayList<>();
for (LunaticJsonRawDataModel dataModel : lunaticJsonRawDataPersistencePort.getAllUnprocessedData()) {
dtos.add(LunaticJsonRawDataUnprocessedDto.builder()
.campaignId(dataModel.campaignId())
.questionnaireId(dataModel.questionnaireId())
.interrogationId(dataModel.interrogationId())
.build()
);
}
return dtos;
}
@SuppressWarnings("unchecked")
private static void convertRawDataExternalVariables(
LunaticJsonRawDataModel srcRawData,
SurveyUnitModel dstSurveyUnitModel,
RawDataModelType rawDataModelType,
VariablesMap variablesMap
) {
Map<String, Object> dataMap = srcRawData.data();
if (rawDataModelType.equals(RawDataModelType.FILIERE)) {
dataMap = (Map<String, Object>) dataMap.get("data");
}
dataMap = (Map<String, Object>)dataMap.get("EXTERNAL");
Map<String,Object> externalMap = JsonUtils.asMap(dataMap);
if (externalMap != null && !externalMap.isEmpty()){
convertToExternalVar(dstSurveyUnitModel, variablesMap, externalMap);
}
}
private static void convertToExternalVar(SurveyUnitModel dstSurveyUnitModel, VariablesMap variablesMap, Map<String, Object> externalMap) {
for(Map.Entry<String, Object> externalVariableEntry : externalMap.entrySet()){
Object valueObject = externalVariableEntry.getValue();
if (valueObject instanceof List<?>){
//Array of values
convertListVar(valueObject, externalVariableEntry, variablesMap, dstSurveyUnitModel.getExternalVariables());
continue;
}
//Value
if (valueObject != null) {
convertOneVar(externalVariableEntry, valueObject.toString(), variablesMap, 1, dstSurveyUnitModel.getExternalVariables());
}
}
}
private static void convertOneVar(Map.Entry<String, Object> externalVariableEntry, String valueObject, VariablesMap variablesMap, int iteration, List<VariableModel> dstSurveyUnitModel) {
VariableModel externalVariableModel = VariableModel.builder()
.varId(externalVariableEntry.getKey())
.value(valueObject)
.scope(getIdLoop(variablesMap, externalVariableEntry.getKey()))
.iteration(iteration)
.parentId(GroupUtils.getParentGroupName(externalVariableEntry.getKey(), variablesMap))
.build();
dstSurveyUnitModel.add(externalVariableModel);
}
@SuppressWarnings("unchecked")
private void convertRawDataCollectedVariables(
LunaticJsonRawDataModel srcRawData,
SurveyUnitModel dstSurveyUnitModel,
DataState dataState,
RawDataModelType rawDataModelType,
VariablesMap variablesMap
) {
Map<String, Object> dataMap = srcRawData.data();
if (rawDataModelType.equals(RawDataModelType.FILIERE)) {
dataMap = (Map<String, Object>) dataMap.get("data");
}
dataMap = (Map<String, Object>)dataMap.get("COLLECTED");
Map<String,Object> collectedMap = JsonUtils.asMap(dataMap);
if (collectedMap == null || collectedMap.isEmpty()){
if(dataState.equals(DataState.COLLECTED)) {
log.warn("No collected data for interrogation {}", srcRawData.interrogationId());
}
return;
}
convertToCollectedVar(dstSurveyUnitModel, dataState, variablesMap, collectedMap);
}
private static void convertToCollectedVar(SurveyUnitModel dstSurveyUnitModel, DataState dataState, VariablesMap variablesMap, Map<String, Object> collectedMap) {
for(Map.Entry<String, Object> collectedVariable : collectedMap.entrySet()) {
//Skip if collected variable does not have state
if(!JsonUtils.asMap(collectedVariable.getValue()).containsKey(dataState.toString())){
continue;
}
//Value
Object valuesForState = JsonUtils.asMap(collectedVariable.getValue()).get(dataState.toString());
if (valuesForState != null) {
if (valuesForState instanceof List<?>) {
convertListVar(valuesForState, collectedVariable, variablesMap, dstSurveyUnitModel.getCollectedVariables());
continue;
}
convertOneVar(collectedVariable, valuesForState.toString(), variablesMap, 1, dstSurveyUnitModel.getCollectedVariables());
}
}
}
private static void convertListVar(Object valuesForState, Map.Entry<String, Object> collectedVariable, VariablesMap variablesMap, List<VariableModel> dstSurveyUnitModel) {
List<String> values = JsonUtils.asStringList(valuesForState);
if (!values.isEmpty()) {
int iteration = 1;
for (String value : values) {
convertOneVar(collectedVariable, value, variablesMap, iteration, dstSurveyUnitModel);
iteration++;
}
}
}
private static String getIdLoop(VariablesMap variablesMap, String variableName) {
if (variablesMap.getVariable(variableName) == null) {
log.warn("Variable {} not present in metadatas, assigning to {}", variableName, Constants.ROOT_GROUP_NAME);
return Constants.ROOT_GROUP_NAME;
}
return variablesMap.getVariable(variableName).getGroupName();
}
@Override
public void updateProcessDates(List<SurveyUnitModel> surveyUnitModels) {
Set<String> campaignIds = new HashSet<>();
for (SurveyUnitModel surveyUnitModel : surveyUnitModels) {
campaignIds.add(surveyUnitModel.getCampaignId());
}
for (String campaignId : campaignIds) {
Set<String> interrogationIds = new HashSet<>();
for (SurveyUnitModel surveyUnitModel :
surveyUnitModels.stream().filter(
surveyUnitModel -> surveyUnitModel.getCampaignId().equals(campaignId)
).toList()) {
interrogationIds.add(surveyUnitModel.getInterrogationId());
}
lunaticJsonRawDataPersistencePort.updateProcessDates(campaignId, interrogationIds);
}
}
@Override
public Set<String> findDistinctQuestionnaireIds() {
return lunaticJsonRawDataPersistencePort.findDistinctQuestionnaireIds();
}
@Override
public long countResponsesByQuestionnaireId(String campaignId) {
return lunaticJsonRawDataPersistencePort.countResponsesByQuestionnaireId(campaignId);
}
}