org.apache.hadoop.hive.ql.io.orc.OrcFile Java Examples
The following examples show how to use
org.apache.hadoop.hive.ql.io.orc.OrcFile.
You can vote up the ones you like or vote down the ones you don't like,
and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.
Example #1
Source File: OrcFileWriter.java From presto with Apache License 2.0 | 6 votes |
private static RecordWriter createRecordWriter(Path target, List<Long> columnIds, List<Type> columnTypes, boolean writeMetadata) { try (FileSystem fileSystem = new SyncingFileSystem(CONFIGURATION)) { OrcFile.WriterOptions options = OrcFile.writerOptions(CONFIGURATION) .memory(new NullMemoryManager()) .fileSystem(fileSystem) .compress(SNAPPY); if (writeMetadata) { options.callback(createFileMetadataCallback(columnIds, columnTypes)); } return WRITER_CONSTRUCTOR.newInstance(target, options); } catch (ReflectiveOperationException | IOException e) { throw new PrestoException(RAPTOR_ERROR, "Failed to create writer", e); } }
Example #2
Source File: TestOrcStorage.java From spork with Apache License 2.0 | 6 votes |
@Test public void testMultiStore() throws Exception { pigServer.setBatchOn(); pigServer.registerQuery("A = load '" + INPUT1 + "' as (a0:int, a1:chararray);"); pigServer.registerQuery("B = order A by a0;"); pigServer.registerQuery("store B into '" + OUTPUT2 + "' using OrcStorage();"); pigServer.registerQuery("store B into '" + OUTPUT3 +"' using OrcStorage('-c SNAPPY');"); pigServer.executeBatch(); Path outputFilePath = new Path(new Path(OUTPUT2), "part-r-00000"); Reader reader = OrcFile.createReader(fs, outputFilePath); assertEquals(reader.getNumberOfRows(), 2); assertEquals(reader.getCompression(), CompressionKind.ZLIB); Path outputFilePath2 = new Path(new Path(OUTPUT3), "part-r-00000"); reader = OrcFile.createReader(fs, outputFilePath2); assertEquals(reader.getNumberOfRows(), 2); assertEquals(reader.getCompression(), CompressionKind.SNAPPY); verifyData(outputFilePath, outputFilePath2, fs, 2); }
Example #3
Source File: OrcStorage.java From spork with Apache License 2.0 | 6 votes |
@Override public List<String> getShipFiles() { List<String> cacheFiles = new ArrayList<String>(); String hadoopVersion = "20S"; if (Utils.isHadoop23() || Utils.isHadoop2()) { hadoopVersion = "23"; } Class hadoopVersionShimsClass; try { hadoopVersionShimsClass = Class.forName("org.apache.hadoop.hive.shims.Hadoop" + hadoopVersion + "Shims"); } catch (ClassNotFoundException e) { throw new RuntimeException("Cannot find Hadoop" + hadoopVersion + "ShimsClass in classpath"); } Class[] classList = new Class[] {OrcFile.class, HiveConf.class, AbstractSerDe.class, org.apache.hadoop.hive.shims.HadoopShims.class, HadoopShimsSecure.class, hadoopVersionShimsClass, Input.class}; return FuncUtils.getShipFiles(classList); }
Example #4
Source File: OrcTestTools.java From incubator-gobblin with Apache License 2.0 | 6 votes |
/** * AvroRow version of writeAsOrcBinary */ private void writeAsOrcBinary(OrcRowIterator input, TypeInfo schema, Path outputPath) throws IOException { Configuration configuration = new Configuration(); // Note that it doesn't support schema evolution at all. // If the schema in realRow is inconsistent with given schema, writing into disk // would run into failure. ObjectInspector oi = TypeInfoUtils.getStandardWritableObjectInspectorFromTypeInfo(schema); OrcFile.WriterOptions options = OrcFile.writerOptions(configuration).inspector(oi); Writer writer = null; while (input.hasNext()) { AvroRow avroRow = (AvroRow) input.next(); if (writer == null) { options.inspector(avroRow.getInspector()); writer = OrcFile.createWriter(outputPath, options); } writer.addRow(avroRow.realRow); } if (writer != null) { writer.close(); } }
Example #5
Source File: OrcFileLineFetcher.java From hugegraph-loader with Apache License 2.0 | 6 votes |
@Override public void openReader(Readable readable) { Path path = new Path(this.source().path()); try { this.reader = OrcFile.createReader(path, OrcFile.readerOptions( this.conf)); this.recordReader = this.reader.rows(); this.inspector = (StructObjectInspector) this.reader .getObjectInspector(); this.row = null; } catch (IOException e) { throw new LoadException("Failed to open orc reader for '%s'", e, readable); } this.resetOffset(); }
Example #6
Source File: IOUtil.java From hugegraph-loader with Apache License 2.0 | 6 votes |
public default void writeOrc(String fileName, TypeInfo typeInfo, Object... values) { Path path = new Path(this.storePath(), fileName); ObjectInspector inspector = TypeInfoUtils .getStandardJavaObjectInspectorFromTypeInfo( typeInfo); OrcFile.WriterOptions options = OrcFile.writerOptions(this.config()) .inspector(inspector); Object row = Arrays.asList(values); try (Writer writer = OrcFile.createWriter(path, options)) { writer.addRow(row); } catch (IOException e) { throw new RuntimeException(String.format( "Failed to write values '%s' to file '%s' in ORC " + "compression format", row, path), e); } }
Example #7
Source File: TestOrcReaderPositions.java From presto with Apache License 2.0 | 5 votes |
private static void createFileWithOnlyUserMetadata(File file, Map<String, String> metadata) throws IOException { Configuration conf = new Configuration(false); OrcFile.WriterOptions writerOptions = OrcFile.writerOptions(conf) .memory(new NullMemoryManager()) .inspector(createSettableStructObjectInspector("test", BIGINT)) .compress(SNAPPY); Writer writer = OrcFile.createWriter(new Path(file.toURI()), writerOptions); for (Map.Entry<String, String> entry : metadata.entrySet()) { writer.addUserMetadata(entry.getKey(), ByteBuffer.wrap(entry.getValue().getBytes(UTF_8))); } writer.close(); }
Example #8
Source File: PutORCTest.java From nifi with Apache License 2.0 | 5 votes |
private void verifyORCUsers(final Path orcUsers, final int numExpectedUsers, BiFunction<List<Object>, Integer, Void> assertFunction) throws IOException { Reader reader = OrcFile.createReader(orcUsers, OrcFile.readerOptions(testConf)); RecordReader recordReader = reader.rows(); TypeInfo typeInfo = TypeInfoUtils.getTypeInfoFromTypeString("struct<name:string,favorite_number:int,favorite_color:string,scale:double>"); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(typeInfo); int currUser = 0; Object nextRecord = null; while ((nextRecord = recordReader.next(nextRecord)) != null) { Assert.assertNotNull(nextRecord); Assert.assertTrue("Not an OrcStruct", nextRecord instanceof OrcStruct); List<Object> x = inspector.getStructFieldsDataAsList(nextRecord); if (assertFunction == null) { assertEquals("name" + currUser, x.get(0).toString()); assertEquals(currUser, ((IntWritable) x.get(1)).get()); assertEquals("blue" + currUser, x.get(2).toString()); assertEquals(10.0 * currUser, ((DoubleWritable) x.get(3)).get(), Double.MIN_VALUE); } else { assertFunction.apply(x, currUser); } currUser++; } assertEquals(numExpectedUsers, currUser); }
Example #9
Source File: TestOrcStorage.java From spork with Apache License 2.0 | 5 votes |
private void verifyData(Path orcFile, Path pigOrcFile, FileSystem fs, int expectedTotalRows) throws Exception { int expectedRows = 0; int actualRows = 0; Reader orcReaderExpected = OrcFile.createReader(fs, orcFile); StructObjectInspector soiExpected = (StructObjectInspector) orcReaderExpected.getObjectInspector(); Reader orcReaderActual = OrcFile.createReader(fs, orcFile); StructObjectInspector soiActual = (StructObjectInspector) orcReaderActual.getObjectInspector(); RecordReader readerExpected = orcReaderExpected.rows(null); Object expectedRow = null; RecordReader readerActual = orcReaderActual.rows(null); Object actualRow = null; while (readerExpected.hasNext()) { expectedRow = readerExpected.next(expectedRow); expectedRows++; List<?> orcRowExpected = soiExpected.getStructFieldsDataAsList(expectedRow); if (!readerActual.hasNext()) { break; } actualRow = readerActual.next(actualRow); actualRows++; List<?> orcRowActual = soiActual.getStructFieldsDataAsList(actualRow); assertEquals(orcRowExpected.size(), orcRowActual.size()); for (int i = 0; i < orcRowExpected.size(); i++) { assertEquals(orcRowExpected.get(i), orcRowActual.get(i)); } } assertFalse(readerActual.hasNext()); assertEquals(expectedRows, actualRows); assertEquals(expectedTotalRows, actualRows); readerExpected.close(); readerActual.close(); }
Example #10
Source File: TestOrcStorage.java From spork with Apache License 2.0 | 5 votes |
private void verifyData(Path orcFile, Iterator<Tuple> iter, FileSystem fs, int expectedTotalRows) throws Exception { int expectedRows = 0; int actualRows = 0; Reader orcReader = OrcFile.createReader(fs, orcFile); ObjectInspector oi = orcReader.getObjectInspector(); StructObjectInspector soi = (StructObjectInspector) oi; RecordReader reader = orcReader.rows(null); Object row = null; while (reader.hasNext()) { row = reader.next(row); expectedRows++; List<?> orcRow = soi.getStructFieldsDataAsList(row); if (!iter.hasNext()) { break; } Tuple t = iter.next(); assertEquals(orcRow.size(), t.size()); actualRows++; for (int i = 0; i < orcRow.size(); i++) { Object expected = orcRow.get(i); Object actual = t.get(i); compareData(expected, actual); } } assertFalse(iter.hasNext()); assertEquals(expectedRows, actualRows); assertEquals(expectedTotalRows, actualRows); }
Example #11
Source File: OrcStorage.java From spork with Apache License 2.0 | 5 votes |
private TypeInfo getTypeInfoFromLocation(String location, Job job) throws IOException { FileSystem fs = FileSystem.get(job.getConfiguration()); Path path = getFirstFile(location, fs); if (path == null) { log.info("Cannot find any ORC files from " + location + ". Probably multiple load store in script."); return null; } Reader reader = OrcFile.createReader(fs, path); ObjectInspector oip = (ObjectInspector)reader.getObjectInspector(); return TypeInfoUtils.getTypeInfoFromObjectInspector(oip); }
Example #12
Source File: OrcTestTools.java From incubator-gobblin with Apache License 2.0 | 5 votes |
/** * Reading ORC file into in-memory representation. */ @Override public TreeMap<String, OrcRowIterator> readAllRecordsInBinaryDirectory(FileSystem fs, Path path) throws IOException { TreeMap<String, OrcRowIterator> output = new TreeMap<>(); if (!fs.exists(path)) { return output; } PathFilter pathFilter = new HiddenFilter(); for (FileStatus status : FileListUtils.listFilesRecursively(fs, path, pathFilter)) { String key = PathUtils.relativizePath(status.getPath(), path).toString(); Reader orcReader = OrcFile.createReader(fs, status.getPath()); RecordReader recordReader = orcReader.rows(); output.put(key, new OrcRowIterator(TypeInfoUtils.getTypeInfoFromObjectInspector(orcReader.getObjectInspector()), new AbstractIterator<Writable>() { @Override protected Writable computeNext() { try { if (recordReader.hasNext()) { return (Writable) recordReader.next(null); } else { recordReader.close(); endOfData(); return null; } } catch (IOException ioe) { log.warn("Failed to process orc record reader, will terminate reader immediately", ioe); endOfData(); return null; } } })); } return output; }
Example #13
Source File: HiveUtilities.java From pxf with Apache License 2.0 | 5 votes |
/** * Creates ORC file reader. * * @param requestContext input data with given data source * @return ORC file reader */ public static Reader getOrcReader(Configuration configuration, RequestContext requestContext) { try { Path path = new Path(requestContext.getDataSource()); return OrcFile.createReader(path.getFileSystem(configuration), path); } catch (Exception e) { throw new RuntimeException("Exception while getting orc reader", e); } }
Example #14
Source File: TestOrcPageSourceMemoryTracking.java From presto with Apache License 2.0 | 5 votes |
private static RecordWriter createRecordWriter(Path target, Configuration conf) { try (ThreadContextClassLoader ignored = new ThreadContextClassLoader(FileSystem.class.getClassLoader())) { WriterOptions options = OrcFile.writerOptions(conf) .memory(new NullMemoryManager()) .compress(ZLIB); try { return WRITER_CONSTRUCTOR.newInstance(target, options); } catch (ReflectiveOperationException e) { throw new RuntimeException(e); } } }
Example #15
Source File: OrcFileRewriter.java From presto with Apache License 2.0 | 5 votes |
public static OrcFileInfo rewrite(File input, File output, BitSet rowsToDelete) throws IOException { try (FileSystem fileSystem = new SyncingFileSystem(CONFIGURATION)) { Reader reader = createReader(fileSystem, path(input)); if (reader.getNumberOfRows() < rowsToDelete.length()) { throw new IOException("File has fewer rows than deletion vector"); } int deleteRowCount = rowsToDelete.cardinality(); if (reader.getNumberOfRows() == deleteRowCount) { return new OrcFileInfo(0, 0); } if (reader.getNumberOfRows() >= Integer.MAX_VALUE) { throw new IOException("File has too many rows"); } int inputRowCount = toIntExact(reader.getNumberOfRows()); WriterOptions writerOptions = OrcFile.writerOptions(CONFIGURATION) .memory(new NullMemoryManager()) .fileSystem(fileSystem) .compress(reader.getCompression()) .inspector(reader.getObjectInspector()); long start = System.nanoTime(); try (Closer<RecordReader, IOException> recordReader = closer(reader.rows(), RecordReader::close); Closer<Writer, IOException> writer = closer(createWriter(path(output), writerOptions), Writer::close)) { if (reader.hasMetadataValue(OrcFileMetadata.KEY)) { ByteBuffer orcFileMetadata = reader.getMetadataValue(OrcFileMetadata.KEY); writer.get().addUserMetadata(OrcFileMetadata.KEY, orcFileMetadata); } OrcFileInfo fileInfo = rewrite(recordReader.get(), writer.get(), rowsToDelete, inputRowCount); log.debug("Rewrote file %s in %s (input rows: %s, output rows: %s)", input.getName(), nanosSince(start), inputRowCount, inputRowCount - deleteRowCount); return fileInfo; } } }
Example #16
Source File: OrcFileWriter.java From presto with Apache License 2.0 | 5 votes |
private static Constructor<? extends RecordWriter> getOrcWriterConstructor() { try { String writerClassName = OrcOutputFormat.class.getName() + "$OrcRecordWriter"; Constructor<? extends RecordWriter> constructor = OrcOutputFormat.class.getClassLoader() .loadClass(writerClassName).asSubclass(RecordWriter.class) .getDeclaredConstructor(Path.class, OrcFile.WriterOptions.class); constructor.setAccessible(true); return constructor; } catch (ReflectiveOperationException e) { throw new RuntimeException(e); } }
Example #17
Source File: OrcTester.java From presto with Apache License 2.0 | 5 votes |
private static void assertFileContentsOrcHive( Type type, TempFile tempFile, Iterable<?> expectedValues) throws Exception { JobConf configuration = new JobConf(new Configuration(false)); configuration.set(READ_COLUMN_IDS_CONF_STR, "0"); configuration.setBoolean(READ_ALL_COLUMNS, false); Reader reader = OrcFile.createReader( new Path(tempFile.getFile().getAbsolutePath()), new ReaderOptions(configuration)); RecordReader recordReader = reader.rows(); StructObjectInspector rowInspector = (StructObjectInspector) reader.getObjectInspector(); StructField field = rowInspector.getStructFieldRef("test"); Iterator<?> iterator = expectedValues.iterator(); Object rowData = null; while (recordReader.hasNext()) { rowData = recordReader.next(rowData); Object expectedValue = iterator.next(); Object actualValue = rowInspector.getStructFieldData(rowData, field); actualValue = decodeRecordReaderValue(type, actualValue); assertColumnValueEquals(type, actualValue, expectedValue); } assertFalse(iterator.hasNext()); }
Example #18
Source File: TestConvertAvroToORC.java From localization_nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_array_of_records() throws Exception { final Schema schema = new Schema.Parser().parse(new File("src/test/resources/array_of_records.avsc")); List<GenericRecord> innerRecords = new LinkedList<>(); final GenericRecord outerRecord = new GenericData.Record(schema); Schema arraySchema = schema.getField("records").schema(); Schema innerRecordSchema = arraySchema.getElementType(); final GenericRecord innerRecord1 = new GenericData.Record(innerRecordSchema); innerRecord1.put("name", "Joe"); innerRecord1.put("age", 42); innerRecords.add(innerRecord1); final GenericRecord innerRecord2 = new GenericData.Record(innerRecordSchema); innerRecord2.put("name", "Mary"); innerRecord2.put("age", 28); innerRecords.add(innerRecord2); GenericData.Array<GenericRecord> array = new GenericData.Array<>(arraySchema, innerRecords); outerRecord.put("records", array); final DatumWriter<GenericRecord> datumWriter = new GenericDatumWriter<>(schema); ByteArrayOutputStream out = new ByteArrayOutputStream(); try (DataFileWriter<GenericRecord> dataFileWriter = new DataFileWriter<>(datumWriter)) { dataFileWriter.create(schema, out); dataFileWriter.append(outerRecord); } out.close(); // Build a flow file from the Avro record Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS org_apache_nifi_outer_record " + "(records ARRAY<STRUCT<name:STRING, age:INT>>)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("1", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(NiFiOrcUtils.getOrcField(schema)); // Verify the record contains an array Object arrayFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("records")); assertTrue(arrayFieldObject instanceof ArrayList); ArrayList<?> arrayField = (ArrayList<?>) arrayFieldObject; assertEquals(2, arrayField.size()); // Verify the first element. Should be a record with two fields "name" and "age" Object element = arrayField.get(0); assertTrue(element instanceof OrcStruct); StructObjectInspector elementInspector = (StructObjectInspector) OrcStruct.createObjectInspector(NiFiOrcUtils.getOrcField(innerRecordSchema)); Object nameObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("name")); assertTrue(nameObject instanceof Text); assertEquals("Joe", nameObject.toString()); Object ageObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("age")); assertTrue(ageObject instanceof IntWritable); assertEquals(42, ((IntWritable) ageObject).get()); // Verify the first element. Should be a record with two fields "name" and "age" element = arrayField.get(1); assertTrue(element instanceof OrcStruct); nameObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("name")); assertTrue(nameObject instanceof Text); assertEquals("Mary", nameObject.toString()); ageObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("age")); assertTrue(ageObject instanceof IntWritable); assertEquals(28, ((IntWritable) ageObject).get()); }
Example #19
Source File: TestConvertAvroToORC.java From localization_nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_complex_record() throws Exception { Map<String, Double> mapData1 = new TreeMap<String, Double>() {{ put("key1", 1.0); put("key2", 2.0); }}; GenericData.Record record = TestNiFiOrcUtils.buildComplexAvroRecord(10, mapData1, "DEF", 3.0f, Arrays.asList(10, 20)); DatumWriter<GenericData.Record> writer = new GenericDatumWriter<>(record.getSchema()); DataFileWriter<GenericData.Record> fileWriter = new DataFileWriter<>(writer); ByteArrayOutputStream out = new ByteArrayOutputStream(); fileWriter.create(record.getSchema(), out); fileWriter.append(record); // Put another record in Map<String, Double> mapData2 = new TreeMap<String, Double>() {{ put("key1", 3.0); put("key2", 4.0); }}; record = TestNiFiOrcUtils.buildComplexAvroRecord(null, mapData2, "XYZ", 4L, Arrays.asList(100, 200)); fileWriter.append(record); fileWriter.flush(); fileWriter.close(); out.close(); Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS complex_record " + "(myInt INT, myMap MAP<STRING, DOUBLE>, myEnum STRING, myLongOrFloat UNIONTYPE<BIGINT, FLOAT>, myIntList ARRAY<INT>)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("2", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); TypeInfo resultSchema = TestNiFiOrcUtils.buildComplexOrcSchema(); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(resultSchema); // Check some fields in the first row Object intFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("myInt")); assertTrue(intFieldObject instanceof IntWritable); assertEquals(10, ((IntWritable) intFieldObject).get()); // This is pretty awkward and messy. The map object is a Map (not a MapWritable) but the keys are writables (in this case Text) // and so are the values (DoubleWritables in this case). Object mapFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("myMap")); assertTrue(mapFieldObject instanceof Map); Map map = (Map) mapFieldObject; Object mapValue = map.get(new Text("key1")); assertNotNull(mapValue); assertTrue(mapValue instanceof DoubleWritable); assertEquals(1.0, ((DoubleWritable) mapValue).get(), Double.MIN_VALUE); mapValue = map.get(new Text("key2")); assertNotNull(mapValue); assertTrue(mapValue instanceof DoubleWritable); assertEquals(2.0, ((DoubleWritable) mapValue).get(), Double.MIN_VALUE); }
Example #20
Source File: TestConvertAvroToORC.java From localization_nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_primitive_record() throws Exception { GenericData.Record record = TestNiFiOrcUtils.buildPrimitiveAvroRecord(10, 20L, true, 30.0f, 40, StandardCharsets.UTF_8.encode("Hello"), "World"); DatumWriter<GenericData.Record> writer = new GenericDatumWriter<>(record.getSchema()); DataFileWriter<GenericData.Record> fileWriter = new DataFileWriter<>(writer); ByteArrayOutputStream out = new ByteArrayOutputStream(); fileWriter.create(record.getSchema(), out); fileWriter.append(record); // Put another record in record = TestNiFiOrcUtils.buildPrimitiveAvroRecord(1, 2L, false, 3.0f, 4L, StandardCharsets.UTF_8.encode("I am"), "another record"); fileWriter.append(record); // And one more record = TestNiFiOrcUtils.buildPrimitiveAvroRecord(100, 200L, true, 300.0f, 400L, StandardCharsets.UTF_8.encode("Me"), "too!"); fileWriter.append(record); fileWriter.flush(); fileWriter.close(); out.close(); Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test.avro"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS test_record (int INT, long BIGINT, boolean BOOLEAN, float FLOAT, double DOUBLE, bytes BINARY, string STRING)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("3", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); TypeInfo resultSchema = TestNiFiOrcUtils.buildPrimitiveOrcSchema(); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(resultSchema); // Check some fields in the first row Object intFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("int")); assertTrue(intFieldObject instanceof IntWritable); assertEquals(10, ((IntWritable) intFieldObject).get()); Object stringFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("string")); assertTrue(stringFieldObject instanceof Text); assertEquals("World", stringFieldObject.toString()); }
Example #21
Source File: TestConvertAvroToORC.java From nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_primitive_record() throws Exception { GenericData.Record record = TestNiFiOrcUtils.buildPrimitiveAvroRecord(10, 20L, true, 30.0f, 40, StandardCharsets.UTF_8.encode("Hello"), "World"); DatumWriter<GenericData.Record> writer = new GenericDatumWriter<>(record.getSchema()); DataFileWriter<GenericData.Record> fileWriter = new DataFileWriter<>(writer); ByteArrayOutputStream out = new ByteArrayOutputStream(); fileWriter.create(record.getSchema(), out); fileWriter.append(record); // Put another record in record = TestNiFiOrcUtils.buildPrimitiveAvroRecord(1, 2L, false, 3.0f, 4L, StandardCharsets.UTF_8.encode("I am"), "another record"); fileWriter.append(record); // And one more record = TestNiFiOrcUtils.buildPrimitiveAvroRecord(100, 200L, true, 300.0f, 400L, StandardCharsets.UTF_8.encode("Me"), "too!"); fileWriter.append(record); fileWriter.flush(); fileWriter.close(); out.close(); Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test.avro"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS test_record (int INT, long BIGINT, boolean BOOLEAN, float FLOAT, double DOUBLE, bytes BINARY, string STRING)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("3", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); TypeInfo resultSchema = TestNiFiOrcUtils.buildPrimitiveOrcSchema(); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(resultSchema); // Check some fields in the first row Object intFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("int")); assertTrue(intFieldObject instanceof IntWritable); assertEquals(10, ((IntWritable) intFieldObject).get()); Object stringFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("string")); assertTrue(stringFieldObject instanceof Text); assertEquals("World", stringFieldObject.toString()); }
Example #22
Source File: TestConvertAvroToORC.java From nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_complex_record() throws Exception { Map<String, Double> mapData1 = new TreeMap<String, Double>() {{ put("key1", 1.0); put("key2", 2.0); }}; GenericData.Record record = TestNiFiOrcUtils.buildComplexAvroRecord(10, mapData1, "DEF", 3.0f, Arrays.asList(10, 20)); DatumWriter<GenericData.Record> writer = new GenericDatumWriter<>(record.getSchema()); DataFileWriter<GenericData.Record> fileWriter = new DataFileWriter<>(writer); ByteArrayOutputStream out = new ByteArrayOutputStream(); fileWriter.create(record.getSchema(), out); fileWriter.append(record); // Put another record in Map<String, Double> mapData2 = new TreeMap<String, Double>() {{ put("key1", 3.0); put("key2", 4.0); }}; record = TestNiFiOrcUtils.buildComplexAvroRecord(null, mapData2, "XYZ", 4L, Arrays.asList(100, 200)); fileWriter.append(record); fileWriter.flush(); fileWriter.close(); out.close(); Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS complex_record " + "(myInt INT, myMap MAP<STRING, DOUBLE>, myEnum STRING, myLongOrFloat UNIONTYPE<BIGINT, FLOAT>, myIntList ARRAY<INT>)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("2", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); TypeInfo resultSchema = TestNiFiOrcUtils.buildComplexOrcSchema(); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(resultSchema); // Check some fields in the first row Object intFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("myInt")); assertTrue(intFieldObject instanceof IntWritable); assertEquals(10, ((IntWritable) intFieldObject).get()); Object mapFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("myMap")); assertTrue(mapFieldObject instanceof Map); Map map = (Map) mapFieldObject; Object mapValue = map.get(new Text("key1")); assertNotNull(mapValue); assertTrue(mapValue instanceof DoubleWritable); assertEquals(1.0, ((DoubleWritable) mapValue).get(), Double.MIN_VALUE); mapValue = map.get(new Text("key2")); assertNotNull(mapValue); assertTrue(mapValue instanceof DoubleWritable); assertEquals(2.0, ((DoubleWritable) mapValue).get(), Double.MIN_VALUE); }
Example #23
Source File: TestConvertAvroToORC.java From nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_array_of_records() throws Exception { final Schema schema = new Schema.Parser().parse(new File("src/test/resources/array_of_records.avsc")); List<GenericRecord> innerRecords = new LinkedList<>(); final GenericRecord outerRecord = new GenericData.Record(schema); Schema arraySchema = schema.getField("records").schema(); Schema innerRecordSchema = arraySchema.getElementType(); final GenericRecord innerRecord1 = new GenericData.Record(innerRecordSchema); innerRecord1.put("name", "Joe"); innerRecord1.put("age", 42); innerRecords.add(innerRecord1); final GenericRecord innerRecord2 = new GenericData.Record(innerRecordSchema); innerRecord2.put("name", "Mary"); innerRecord2.put("age", 28); innerRecords.add(innerRecord2); GenericData.Array<GenericRecord> array = new GenericData.Array<>(arraySchema, innerRecords); outerRecord.put("records", array); final DatumWriter<GenericRecord> datumWriter = new GenericDatumWriter<>(schema); ByteArrayOutputStream out = new ByteArrayOutputStream(); try (DataFileWriter<GenericRecord> dataFileWriter = new DataFileWriter<>(datumWriter)) { dataFileWriter.create(schema, out); dataFileWriter.append(outerRecord); } out.close(); // Build a flow file from the Avro record Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS org_apache_nifi_outer_record " + "(records ARRAY<STRUCT<name:STRING, age:INT>>)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("1", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(NiFiOrcUtils.getOrcField(schema)); // Verify the record contains an array Object arrayFieldObject = inspector.getStructFieldData(o, inspector.getStructFieldRef("records")); assertTrue(arrayFieldObject instanceof ArrayList); ArrayList<?> arrayField = (ArrayList<?>) arrayFieldObject; assertEquals(2, arrayField.size()); // Verify the first element. Should be a record with two fields "name" and "age" Object element = arrayField.get(0); assertTrue(element instanceof OrcStruct); StructObjectInspector elementInspector = (StructObjectInspector) OrcStruct.createObjectInspector(NiFiOrcUtils.getOrcField(innerRecordSchema)); Object nameObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("name")); assertTrue(nameObject instanceof Text); assertEquals("Joe", nameObject.toString()); Object ageObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("age")); assertTrue(ageObject instanceof IntWritable); assertEquals(42, ((IntWritable) ageObject).get()); // Verify the first element. Should be a record with two fields "name" and "age" element = arrayField.get(1); assertTrue(element instanceof OrcStruct); nameObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("name")); assertTrue(nameObject instanceof Text); assertEquals("Mary", nameObject.toString()); ageObject = elementInspector.getStructFieldData(element, elementInspector.getStructFieldRef("age")); assertTrue(ageObject instanceof IntWritable); assertEquals(28, ((IntWritable) ageObject).get()); }
Example #24
Source File: TestConvertAvroToORC.java From nifi with Apache License 2.0 | 4 votes |
@Test public void test_onTrigger_nested_complex_record() throws Exception { Map<String, List<Double>> mapData1 = new TreeMap<String, List<Double>>() {{ put("key1", Arrays.asList(1.0, 2.0)); put("key2", Arrays.asList(3.0, 4.0)); }}; Map<String, String> arrayMap11 = new TreeMap<String, String>() {{ put("key1", "v1"); put("key2", "v2"); }}; Map<String, String> arrayMap12 = new TreeMap<String, String>() {{ put("key3", "v3"); put("key4", "v4"); }}; GenericData.Record record = TestNiFiOrcUtils.buildNestedComplexAvroRecord(mapData1, Arrays.asList(arrayMap11, arrayMap12)); DatumWriter<GenericData.Record> writer = new GenericDatumWriter<>(record.getSchema()); DataFileWriter<GenericData.Record> fileWriter = new DataFileWriter<>(writer); ByteArrayOutputStream out = new ByteArrayOutputStream(); fileWriter.create(record.getSchema(), out); fileWriter.append(record); // Put another record in Map<String, List<Double>> mapData2 = new TreeMap<String, List<Double>>() {{ put("key1", Arrays.asList(-1.0, -2.0)); put("key2", Arrays.asList(-3.0, -4.0)); }}; Map<String, String> arrayMap21 = new TreeMap<String, String>() {{ put("key1", "v-1"); put("key2", "v-2"); }}; Map<String, String> arrayMap22 = new TreeMap<String, String>() {{ put("key3", "v-3"); put("key4", "v-4"); }}; record = TestNiFiOrcUtils.buildNestedComplexAvroRecord(mapData2, Arrays.asList(arrayMap21, arrayMap22)); fileWriter.append(record); fileWriter.flush(); fileWriter.close(); out.close(); Map<String, String> attributes = new HashMap<String, String>() {{ put(CoreAttributes.FILENAME.key(), "test"); }}; runner.enqueue(out.toByteArray(), attributes); runner.run(); runner.assertAllFlowFilesTransferred(ConvertAvroToORC.REL_SUCCESS, 1); // Write the flow file out to disk, since the ORC Reader needs a path MockFlowFile resultFlowFile = runner.getFlowFilesForRelationship(ConvertAvroToORC.REL_SUCCESS).get(0); assertEquals("CREATE EXTERNAL TABLE IF NOT EXISTS nested_complex_record " + "(myMapOfArray MAP<STRING, ARRAY<DOUBLE>>, myArrayOfMap ARRAY<MAP<STRING, STRING>>)" + " STORED AS ORC", resultFlowFile.getAttribute(ConvertAvroToORC.HIVE_DDL_ATTRIBUTE)); assertEquals("2", resultFlowFile.getAttribute(ConvertAvroToORC.RECORD_COUNT_ATTRIBUTE)); assertEquals("test.orc", resultFlowFile.getAttribute(CoreAttributes.FILENAME.key())); byte[] resultContents = runner.getContentAsByteArray(resultFlowFile); FileOutputStream fos = new FileOutputStream("target/test1.orc"); fos.write(resultContents); fos.flush(); fos.close(); Configuration conf = new Configuration(); FileSystem fs = FileSystem.getLocal(conf); Reader reader = OrcFile.createReader(new Path("target/test1.orc"), OrcFile.readerOptions(conf).filesystem(fs)); RecordReader rows = reader.rows(); Object o = rows.next(null); assertNotNull(o); assertTrue(o instanceof OrcStruct); TypeInfo resultSchema = TestNiFiOrcUtils.buildNestedComplexOrcSchema(); StructObjectInspector inspector = (StructObjectInspector) OrcStruct.createObjectInspector(resultSchema); // check values Object myMapOfArray = inspector.getStructFieldData(o, inspector.getStructFieldRef("myMapOfArray")); assertTrue(myMapOfArray instanceof Map); Map map = (Map) myMapOfArray; Object mapValue = map.get(new Text("key1")); assertNotNull(mapValue); assertTrue(mapValue instanceof List); assertEquals(Arrays.asList(new DoubleWritable(1.0), new DoubleWritable(2.0)), mapValue); Object myArrayOfMap = inspector.getStructFieldData(o, inspector.getStructFieldRef("myArrayOfMap")); assertTrue(myArrayOfMap instanceof List); List list = (List) myArrayOfMap; Object el0 = list.get(0); assertNotNull(el0); assertTrue(el0 instanceof Map); assertEquals(new Text("v1"), ((Map) el0).get(new Text("key1"))); }