Examples with DataSet org.talend.dataprep.api.dataset.DataSet used on opensource projects

Example 11 with DataSet

use of org.talend.dataprep.api.dataset.DataSet in project data-prep by Talend.

the class TransformationServiceBaseTest method getDataset.

protected DataSet getDataset(final String dataSetId) throws IOException {
    final Response get = // 
    given().contentType(// 
    ContentType.JSON).expect().statusCode(200).log().ifError().when().get("/datasets/{id}/content", dataSetId);
    final DataSet dataSet = mapper.readerFor(DataSet.class).readValue(get.asInputStream());
    assertNotNull(dataSet);
    return dataSet;
}

Example 12 with DataSet

use of org.talend.dataprep.api.dataset.DataSet in project data-prep by Talend.

the class OptimizedExportStrategyTest method testAcceptKO_withContent.

@Test
public void testAcceptKO_withContent() throws Exception {
    // Given
    ExportParameters exportParameters = new ExportParameters();
    exportParameters.setContent(new DataSet());
    // Then
    assertFalse(optimizedExportStrategy.accept(exportParameters));
}

Example 13 with DataSet

use of org.talend.dataprep.api.dataset.DataSet in project data-prep by Talend.

the class OptimizedExportStrategy method performOptimizedTransform.

private void performOptimizedTransform(ExportParameters parameters, OutputStream outputStream) throws IOException {
    // Initial check
    final OptimizedPreparationInput optimizedPreparationInput = new OptimizedPreparationInput(parameters).invoke();
    if (optimizedPreparationInput == null) {
        throw new IllegalStateException("Unable to use this strategy (call accept() before calling this).");
    }
    final String preparationId = parameters.getPreparationId();
    final String dataSetId = optimizedPreparationInput.getDataSetId();
    final TransformationCacheKey transformationCacheKey = optimizedPreparationInput.getTransformationCacheKey();
    final DataSetMetadata metadata = optimizedPreparationInput.getMetadata();
    final String previousVersion = optimizedPreparationInput.getPreviousVersion();
    final String version = optimizedPreparationInput.getVersion();
    final ExportFormat format = getFormat(parameters.getExportType());
    // Get content from previous step
    try (JsonParser parser = mapper.getFactory().createParser(new InputStreamReader(contentCache.get(transformationCacheKey), UTF_8))) {
        // Create dataset
        final DataSet dataSet = mapper.readerFor(DataSet.class).readValue(parser);
        dataSet.setMetadata(metadata);
        // get the actions to apply (no preparation ==> dataset export ==> no actions)
        final String actions = getActions(preparationId, previousVersion, version);
        final PreparationMessage preparation = getPreparation(preparationId);
        preparation.setSteps(getMatchingSteps(preparation.getSteps(), previousVersion, version));
        LOGGER.debug("Running optimized strategy for preparation {} @ step #{}", preparationId, version);
        // create tee to broadcast to cache + service output
        final TransformationCacheKey key = // 
        cacheKeyGenerator.generateContentKey(// 
        dataSetId, // 
        preparationId, // 
        version, // 
        parameters.getExportType(), // 
        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);
    }
}

Example 14 with DataSet

use of org.talend.dataprep.api.dataset.DataSet in project data-prep by Talend.

the class PreparationExportStrategyTest method setUp.

@Before
public void setUp() throws Exception {
    // Given
    mapper.registerModule(new Jdk8Module());
    strategy.setMapper(new ObjectMapper());
    when(formatRegistrationService.getByName(eq("JSON"))).thenReturn(new JsonFormat());
    final DataSetGetMetadata dataSetGetMetadata = mock(DataSetGetMetadata.class);
    when(applicationContext.getBean(eq(DataSetGetMetadata.class), anyVararg())).thenReturn(dataSetGetMetadata);
    DataSetGet dataSetGet = mock(DataSetGet.class);
    final StringWriter dataSetAsString = new StringWriter();
    DataSet dataSet = new DataSet();
    final DataSetMetadata dataSetMetadata = new DataSetMetadata("ds-1234", "", "", 0L, 0L, new RowMetadata(), "");
    final DataSetContent content = new DataSetContent();
    dataSetMetadata.setContent(content);
    dataSet.setMetadata(dataSetMetadata);
    dataSet.setRecords(Stream.empty());
    mapper.writerFor(DataSet.class).writeValue(dataSetAsString, dataSet);
    when(dataSetGet.execute()).thenReturn(new ByteArrayInputStream(dataSetAsString.toString().getBytes()));
    when(applicationContext.getBean(eq(DataSetGet.class), anyVararg())).thenReturn(dataSetGet);
    final PreparationGetActions preparationGetActions = mock(PreparationGetActions.class);
    when(preparationGetActions.execute()).thenReturn(new ByteArrayInputStream("{}".getBytes()));
    when(applicationContext.getBean(eq(PreparationGetActions.class), eq("prep-1234"), anyString())).thenReturn(preparationGetActions);
    final TransformationCacheKey cacheKey = mock(TransformationCacheKey.class);
    when(cacheKey.getKey()).thenReturn("cache-1234");
    when(cacheKeyGenerator.generateContentKey(anyString(), anyString(), anyString(), anyString(), any(), any(), anyString())).thenReturn(cacheKey);
    final ExecutableTransformer executableTransformer = mock(ExecutableTransformer.class);
    reset(transformer);
    when(transformer.buildExecutable(any(), any())).thenReturn(executableTransformer);
    when(factory.get(any())).thenReturn(transformer);
    when(contentCache.put(any(), any())).thenReturn(new NullOutputStream());
}

Example 15 with DataSet

use of org.talend.dataprep.api.dataset.DataSet in project data-prep by Talend.

the class TransformerFactoryTest method getExporter_csv_exporter_should_write_csv_format.

@Test
public void getExporter_csv_exporter_should_write_csv_format() throws Exception {
    // given
    Map<String, String> arguments = new HashMap<>();
    arguments.put(ExportFormat.PREFIX + CSVFormat.ParametersCSV.FIELDS_DELIMITER, ";");
    arguments.put(ExportFormat.PREFIX + CSVFormat.ParametersCSV.ENCLOSURE_MODE, CSVFormat.ParametersCSV.ENCLOSURE_ALL_FIELDS);
    final OutputStream outputStream = new ByteArrayOutputStream();
    final Configuration configuration = // 
    Configuration.builder().args(// 
    arguments).format(// 
    CSV).output(// 
    outputStream).actions(// 
    IOUtils.toString(TransformerFactoryTest.class.getResourceAsStream("upper_case_firstname.json"), UTF_8)).build();
    final Transformer transformer = factory.get(configuration);
    final String expectedCsv = IOUtils.toString(TransformerFactoryTest.class.getResourceAsStream("expected_export_preparation_uppercase_firstname.csv"), UTF_8);
    final InputStream inputStream = TransformerFactoryTest.class.getResourceAsStream("../../format/export_dataset.json");
    try (JsonParser parser = mapper.getFactory().createParser(inputStream)) {
        final DataSet dataSet = mapper.readerFor(DataSet.class).readValue(parser);
        // when
        transformer.buildExecutable(dataSet, configuration).execute();
        // then
        assertThat(outputStream.toString()).isEqualTo(expectedCsv);
    }
}