Examples with Configuration org.talend.dataprep.transformation.api.transformer.configuration.Configuration used on opensource projects

Example 6 with Configuration

use of org.talend.dataprep.transformation.api.transformer.configuration.Configuration in project data-prep by Talend.

the class PreparationExportStrategy method performPreparation.

public void performPreparation(final ExportParameters parameters, final OutputStream outputStream) {
    final String stepId = parameters.getStepId();
    final String preparationId = parameters.getPreparationId();
    final String formatName = parameters.getExportType();
    final PreparationMessage preparation = getPreparation(preparationId, stepId);
    final String dataSetId = preparation.getDataSetId();
    final ExportFormat format = getFormat(parameters.getExportType());
    // get the dataset content (in an auto-closable block to make sure it is properly closed)
    boolean releasedIdentity = false;
    // Allow get dataset and get dataset metadata access whatever share status is
    securityProxy.asTechnicalUser();
    final DataSetGet dataSetGet = applicationContext.getBean(DataSetGet.class, dataSetId, false, true);
    final DataSetGetMetadata dataSetGetMetadata = applicationContext.getBean(DataSetGetMetadata.class, dataSetId);
    try (InputStream datasetContent = dataSetGet.execute()) {
        try (JsonParser parser = mapper.getFactory().createParser(new InputStreamReader(datasetContent, UTF_8))) {
            // head is not allowed as step id
            final String version = getCleanStepId(preparation, stepId);
            // Create dataset
            final DataSet dataSet = mapper.readerFor(DataSet.class).readValue(parser);
            dataSet.setMetadata(dataSetGetMetadata.execute());
            // All good, can already release identity
            securityProxy.releaseIdentity();
            releasedIdentity = true;
            // get the actions to apply (no preparation ==> dataset export ==> no actions)
            final String actions = getActions(preparationId, version);
            final TransformationCacheKey key = // 
            cacheKeyGenerator.generateContentKey(// 
            dataSetId, // 
            preparationId, // 
            version, // 
            formatName, // 
            parameters.getFrom(), // 
            parameters.getArguments(), // 
            parameters.getFilter());
            LOGGER.debug("Cache key: " + key.getKey());
            LOGGER.debug("Cache key details: " + key.toString());
            try (final TeeOutputStream tee = new TeeOutputStream(outputStream, contentCache.put(key, ContentCache.TimeToLive.DEFAULT))) {
                final Configuration configuration = // 
                Configuration.builder().args(// 
                parameters.getArguments()).outFilter(// 
                rm -> filterService.build(parameters.getFilter(), rm)).sourceType(parameters.getFrom()).format(// 
                format.getName()).actions(// 
                actions).preparation(// 
                preparation).stepId(// 
                version).volume(// 
                Configuration.Volume.SMALL).output(// 
                tee).limit(// 
                limit).build();
                factory.get(configuration).buildExecutable(dataSet, configuration).execute();
                tee.flush();
            } catch (Throwable e) {
                // NOSONAR
                contentCache.evict(key);
                throw e;
            }
        }
    } catch (TDPException e) {
        throw e;
    } catch (Exception e) {
        throw new TDPException(TransformationErrorCodes.UNABLE_TO_TRANSFORM_DATASET, e);
    } finally {
        if (!releasedIdentity) {
            // Release identity in case of error.
            securityProxy.releaseIdentity();
        }
    }
}

Example 7 with Configuration

use of org.talend.dataprep.transformation.api.transformer.configuration.Configuration in project data-prep by Talend.

the class PreparationExportStrategyTest method shouldUsedHeadPreparation.

@Test
public void shouldUsedHeadPreparation() throws IOException {
    // Given
    final ExportParameters parameters = new ExportParameters();
    parameters.setExportType("JSON");
    parameters.setPreparationId("prep-1234");
    parameters.setStepId("head");
    final Preparation preparation = new Preparation();
    preparation.setId("prep-1234");
    preparation.setHeadId("head");
    configurePreparation(preparation, "prep-1234", "head");
    // When
    final StreamingResponseBody body = strategy.execute(parameters);
    body.writeTo(new NullOutputStream());
    // Then
    final ArgumentCaptor<Configuration> captor = ArgumentCaptor.forClass(Configuration.class);
    verify(transformer).buildExecutable(any(), captor.capture());
    assertEquals("prep-1234", captor.getValue().getPreparationId());
    assertEquals("head", captor.getValue().getPreparation().getHeadId());
}

Example 8 with Configuration

use of org.talend.dataprep.transformation.api.transformer.configuration.Configuration in project data-prep by Talend.

the class ApplyPreparationExportStrategy method executeApplyPreparation.

private void executeApplyPreparation(ExportParameters parameters, OutputStream outputStream) {
    final String stepId = parameters.getStepId();
    final String preparationId = parameters.getPreparationId();
    final String formatName = parameters.getExportType();
    final Preparation preparation = getPreparation(preparationId);
    final String dataSetId = parameters.getDatasetId();
    final ExportFormat format = getFormat(parameters.getExportType());
    // dataset content must be retrieved as the technical user because it might not be shared
    boolean technicianIdentityReleased = false;
    securityProxy.asTechnicalUser();
    // get the dataset content (in an auto-closable block to make sure it is properly closed)
    final boolean fullContent = parameters.getFrom() == ExportParameters.SourceType.FILTER;
    final DataSetGet dataSetGet = applicationContext.getBean(DataSetGet.class, dataSetId, fullContent, true);
    try (final InputStream datasetContent = dataSetGet.execute();
        final JsonParser parser = mapper.getFactory().createParser(new InputStreamReader(datasetContent, UTF_8))) {
        // release the technical user identity
        securityProxy.releaseIdentity();
        technicianIdentityReleased = true;
        // head is not allowed as step id
        final String version = getCleanStepId(preparation, stepId);
        // Create dataset
        final DataSet dataSet = mapper.readerFor(DataSet.class).readValue(parser);
        // get the actions to apply (no preparation ==> dataset export ==> no actions)
        final String actions = getActions(preparationId, version);
        // create tee to broadcast to cache + service output
        final TransformationCacheKey key = // 
        cacheKeyGenerator.generateContentKey(// 
        dataSetId, // 
        preparationId, // 
        version, // 
        formatName, // 
        parameters.getFrom(), // 
        parameters.getArguments(), // 
        parameters.getFilter());
        LOGGER.debug("Cache key: " + key.getKey());
        LOGGER.debug("Cache key details: " + key.toString());
        try (final TeeOutputStream tee = new TeeOutputStream(outputStream, contentCache.put(key, ContentCache.TimeToLive.DEFAULT))) {
            final Configuration.Builder configurationBuilder = // 
            Configuration.builder().args(// 
            parameters.getArguments()).outFilter(// 
            rm -> filterService.build(parameters.getFilter(), rm)).sourceType(parameters.getFrom()).format(// 
            format.getName()).actions(// 
            actions).preparation(// 
            getPreparation(preparationId)).stepId(// 
            version).volume(// 
            SMALL).output(// 
            tee).limit(this.limit);
            // no need for statistics if it's not JSON output
            if (!Objects.equals(format.getName(), JSON)) {
                configurationBuilder.globalStatistics(false);
            }
            final Configuration configuration = configurationBuilder.build();
            factory.get(configuration).buildExecutable(dataSet, configuration).execute();
            tee.flush();
        } catch (Throwable e) {
            // NOSONAR
            LOGGER.debug("evicting cache {}", key.getKey());
            contentCache.evict(key);
            throw e;
        }
    } catch (TDPException e) {
        throw e;
    } catch (Exception e) {
        throw new TDPException(TransformationErrorCodes.UNABLE_TO_TRANSFORM_DATASET, e);
    } finally {
        if (!technicianIdentityReleased) {
            securityProxy.releaseIdentity();
        }
    }
}

Example 9 with Configuration

use of org.talend.dataprep.transformation.api.transformer.configuration.Configuration in project data-prep by Talend.

the class PipelineTransformer method buildExecutable.

@Override
public ExecutableTransformer buildExecutable(DataSet input, Configuration configuration) {
    final RowMetadata rowMetadata = input.getMetadata().getRowMetadata();
    // prepare the fallback row metadata
    RowMetadata fallBackRowMetadata = transformationRowMetadataUtils.getMatchingEmptyRowMetadata(rowMetadata);
    final TransformerWriter writer = writerRegistrationService.getWriter(configuration.formatId(), configuration.output(), configuration.getArguments());
    final ConfiguredCacheWriter metadataWriter = new ConfiguredCacheWriter(contentCache, DEFAULT);
    final TransformationMetadataCacheKey metadataKey = cacheKeyGenerator.generateMetadataKey(configuration.getPreparationId(), configuration.stepId(), configuration.getSourceType());
    final PreparationMessage preparation = configuration.getPreparation();
    // function that from a step gives the rowMetadata associated to the previous/parent step
    final Function<Step, RowMetadata> previousStepRowMetadataSupplier = s -> // 
    Optional.ofNullable(s.getParent()).map(// 
    id -> preparationUpdater.get(id)).orElse(null);
    final Pipeline pipeline = // 
    Pipeline.Builder.builder().withAnalyzerService(// 
    analyzerService).withActionRegistry(// 
    actionRegistry).withPreparation(// 
    preparation).withActions(// 
    actionParser.parse(configuration.getActions())).withInitialMetadata(rowMetadata, // 
    configuration.volume() == SMALL).withMonitor(// 
    configuration.getMonitor()).withFilter(// 
    configuration.getFilter()).withLimit(// 
    configuration.getLimit()).withFilterOut(// 
    configuration.getOutFilter()).withOutput(// 
    () -> new WriterNode(writer, metadataWriter, metadataKey, fallBackRowMetadata)).withStatisticsAdapter(// 
    adapter).withStepMetadataSupplier(// 
    previousStepRowMetadataSupplier).withGlobalStatistics(// 
    configuration.isGlobalStatistics()).allowMetadataChange(// 
    configuration.isAllowMetadataChange()).build();
    // wrap this transformer into an executable transformer
    return new ExecutableTransformer() {

        @Override
        public void execute() {
            try {
                LOGGER.debug("Before transformation: {}", pipeline);
                pipeline.execute(input);
            } finally {
                LOGGER.debug("After transformation: {}", pipeline);
            }
            if (preparation != null) {
                final UpdatedStepVisitor visitor = new UpdatedStepVisitor(preparationUpdater);
                pipeline.accept(visitor);
            }
        }

        @Override
        public void signal(Signal signal) {
            pipeline.signal(signal);
        }
    };
}