Examples with DataFileWriter org.apache.avro.file.DataFileWriter used on opensource projects

Example 26 with DataFileWriter

use of org.apache.avro.file.DataFileWriter in project h2o-3 by h2oai.

the class AvroFileGenerator method generateUnionTypes.

public static File generateUnionTypes(String filename, int nrows) throws IOException {
    File parentDir = Files.createTempDir();
    File f = new File(parentDir, filename);
    DatumWriter<GenericRecord> w = new GenericDatumWriter<GenericRecord>();
    DataFileWriter<GenericRecord> dw = new DataFileWriter<GenericRecord>(w);
    // Based on SchemaBuilder javadoc:
    // * The below two field declarations are equivalent:
    // * <pre>
    // *  .name("f").type().unionOf().nullType().and().longType().endUnion().nullDefault()
    // *  .name("f").type().optional().longType()
    // * </pre>
    Schema schema = SchemaBuilder.builder().record("test_union_types").fields().name("CUString").type().optional().stringType().name("CUBytes").type().optional().bytesType().name("CUInt").type().optional().intType().name("CULong").type().optional().longType().name("CUFloat").type().optional().floatType().name("CUDouble").type().optional().doubleType().name("CUBoolean").type().optional().booleanType().endRecord();
    try {
        dw.create(schema, f);
        for (int i = 0; i < nrows; i++) {
            GenericRecord gr = new GenericData.Record(schema);
            gr.put("CUString", i == 0 ? null : String.valueOf(i));
            gr.put("CUBytes", i == 0 ? null : ByteBuffer.wrap(StringUtils.toBytes(i)));
            gr.put("CUInt", i == 0 ? null : i);
            gr.put("CULong", i == 0 ? null : Long.valueOf(i));
            gr.put("CUFloat", i == 0 ? null : Float.valueOf(i));
            gr.put("CUDouble", i == 0 ? null : Double.valueOf(i));
            gr.put("CUBoolean", i == 0 ? null : (i & 1) == 1);
            dw.append(gr);
        }
        return f;
    } finally {
        dw.close();
        ;
    }
}

Example 27 with DataFileWriter

use of org.apache.avro.file.DataFileWriter in project h2o-3 by h2oai.

the class AvroFileGenerator method generatePrimitiveTypes.

public static File generatePrimitiveTypes(String filename, int nrows) throws IOException {
    File parentDir = Files.createTempDir();
    File f = new File(parentDir, filename);
    // Write output records
    DatumWriter<GenericRecord> w = new GenericDatumWriter<GenericRecord>();
    DataFileWriter<GenericRecord> dw = new DataFileWriter<GenericRecord>(w);
    Schema schema = SchemaBuilder.builder().record("test_primitive_types").fields().name("CString").type("string").noDefault().name("CBytes").type("bytes").noDefault().name("CInt").type("int").noDefault().name("CLong").type("long").noDefault().name("CFloat").type("float").noDefault().name("CDouble").type("double").noDefault().name("CBoolean").type("boolean").noDefault().name("CNull").type("null").noDefault().endRecord();
    try {
        dw.create(schema, f);
        for (int i = 0; i < nrows; i++) {
            GenericRecord gr = new GenericData.Record(schema);
            gr.put("CString", String.valueOf(i));
            gr.put("CBytes", ByteBuffer.wrap(StringUtils.toBytes(i)));
            gr.put("CInt", i);
            gr.put("CLong", Long.valueOf(i));
            gr.put("CFloat", Float.valueOf(i));
            gr.put("CDouble", Double.valueOf(i));
            gr.put("CBoolean", (i & 1) == 1);
            gr.put("CNull", null);
            dw.append(gr);
        }
        return f;
    } finally {
        dw.close();
    }
}

Example 28 with DataFileWriter

use of org.apache.avro.file.DataFileWriter in project h2o-3 by h2oai.

the class AvroFileGenerator method generateEnumTypes.

public static File generateEnumTypes(String filename, int nrows, String[][] categories) throws IOException {
    assert categories.length == 2 : "Needs only 2 columns";
    File parentDir = Files.createTempDir();
    File f = new File(parentDir, filename);
    DatumWriter<GenericRecord> w = new GenericDatumWriter<GenericRecord>();
    DataFileWriter<GenericRecord> dw = new DataFileWriter<GenericRecord>(w);
    Schema enumSchema1 = SchemaBuilder.enumeration("CEnum1").symbols(categories[0]);
    Schema enumSchema2 = SchemaBuilder.enumeration("CEnum2").symbols(categories[1]);
    Schema schema = SchemaBuilder.builder().record("test_enum_types").fields().name("CEnum").type(enumSchema1).noDefault().name("CUEnum").type().optional().type(enumSchema2).endRecord();
    System.out.println(schema);
    int numOfCategories1 = categories[0].length;
    int numOfCategories2 = categories[1].length;
    try {
        dw.create(schema, f);
        for (int i = 0; i < nrows; i++) {
            GenericRecord gr = new GenericData.Record(schema);
            gr.put("CEnum", new GenericData.EnumSymbol(enumSchema1, categories[0][i % numOfCategories1]));
            gr.put("CUEnum", i % (numOfCategories2 + 1) == 0 ? null : new GenericData.EnumSymbol(enumSchema2, categories[1][i % numOfCategories2]));
            dw.append(gr);
        }
        return f;
    } finally {
        dw.close();
        ;
    }
}

Example 29 with DataFileWriter

use of org.apache.avro.file.DataFileWriter in project haivvreo by jghoman.

the class TestThatEvolvedSchemasActAsWeWant method resolvedSchemasShouldReturnReaderSchema.

@Test
public void resolvedSchemasShouldReturnReaderSchema() throws IOException {
    // Need to verify that when reading a datum with an updated reader schema
    // that the datum then returns the reader schema as its own, since we
    // depend on this behavior in order to avoid re-encoding the datum
    // in the serde.
    String v0 = "{\n" + "    \"namespace\": \"com.linkedin.haivvreo\",\n" + "    \"name\": \"SomeStuff\",\n" + "    \"type\": \"record\",\n" + "    \"fields\": [\n" + "        {\n" + "            \"name\":\"v0\",\n" + "            \"type\":\"string\"\n" + "        }\n" + "    ]\n" + "}";
    String v1 = "{\n" + "    \"namespace\": \"com.linkedin.haivvreo\",\n" + "    \"name\": \"SomeStuff\",\n" + "    \"type\": \"record\",\n" + "    \"fields\": [\n" + "        {\n" + "            \"name\":\"v0\",\n" + "            \"type\":\"string\"\n" + "        },\n" + "        {\n" + "            \"name\":\"v1\",\n" + "            \"type\":\"string\",\n" + "            \"default\":\"v1_default\"" + "        }\n" + "    ]\n" + "}";
    Schema[] schemas = { Schema.parse(v0), Schema.parse(v1) };
    // Encode a schema with v0, write out.
    GenericRecord record = new GenericData.Record(schemas[0]);
    record.put("v0", "v0 value");
    assertTrue(GenericData.get().validate(schemas[0], record));
    // Write datum out to a stream
    GenericDatumWriter<GenericRecord> gdw = new GenericDatumWriter<GenericRecord>(schemas[0]);
    DataFileWriter<GenericRecord> dfw = new DataFileWriter<GenericRecord>(gdw);
    ByteArrayOutputStream baos = new ByteArrayOutputStream();
    dfw.create(schemas[0], baos);
    dfw.append(record);
    dfw.close();
    ByteArrayInputStream bais = new ByteArrayInputStream(baos.toByteArray());
    GenericDatumReader<GenericRecord> gdr = new GenericDatumReader<GenericRecord>();
    gdr.setExpected(schemas[1]);
    DataFileStream<GenericRecord> dfs = new DataFileStream<GenericRecord>(bais, gdr);
    assertTrue(dfs.hasNext());
    GenericRecord next = dfs.next();
    assertEquals("v0 value", next.get("v0").toString());
    assertEquals("v1_default", next.get("v1").toString());
    // Now the most important check - when we query this record for its schema,
    // we should get back the latest, reader schema:
    assertEquals(schemas[1], next.getSchema());
}

Example 30 with DataFileWriter

use of org.apache.avro.file.DataFileWriter in project pinot by linkedin.

the class PinotSegmentToAvroConverter method convert.

@Override
public void convert() throws Exception {
    PinotSegmentRecordReader recordReader = new PinotSegmentRecordReader(new File(_segmentDir));
    try {
        recordReader.init();
        Schema avroSchema = buildAvroSchemaFromPinotSchema(recordReader.getSchema());
        try (DataFileWriter<Record> recordWriter = new DataFileWriter<>(new GenericDatumWriter<Record>(avroSchema))) {
            recordWriter.create(avroSchema, new File(_outputFile));
            while (recordReader.hasNext()) {
                GenericRow row = recordReader.next();
                Record record = new Record(avroSchema);
                for (String field : row.getFieldNames()) {
                    Object value = row.getValue(field);
                    if (value instanceof Object[]) {
                        record.put(field, Arrays.asList((Object[]) value));
                    } else {
                        record.put(field, value);
                    }
                }
                recordWriter.append(record);
            }
        }
    } finally {
        recordReader.close();
    }
}