Java Code Examples for org.apache.parquet.hadoop.api.ReadSupport#ReadContext

The following examples show how to use org.apache.parquet.hadoop.api.ReadSupport#ReadContext . 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: InternalParquetRecordReader.java    From tajo with Apache License 2.0 6 votes vote down vote up 
public void initialize(FileMetaData parquetFileMetadata,
                       Path file, List<BlockMetaData> blocks, Configuration configuration)
    throws IOException {
  // initialize a ReadContext for this file
  Map<String, String> fileMetadata = parquetFileMetadata.getKeyValueMetaData();
  ReadSupport.ReadContext readContext = readSupport.init(new InitContext(
      configuration, toSetMultiMap(fileMetadata), fileSchema));
  this.columnIOFactory = new ColumnIOFactory(parquetFileMetadata.getCreatedBy());
  this.requestedSchema = readContext.getRequestedSchema();
  this.fileSchema = parquetFileMetadata.getSchema();
  this.file = file;
  this.columnCount = requestedSchema.getPaths().size();
  this.recordConverter = readSupport.prepareForRead(
      configuration, fileMetadata, fileSchema, readContext);
  this.strictTypeChecking = configuration.getBoolean(STRICT_TYPE_CHECKING, true);
  List<ColumnDescriptor> columns = requestedSchema.getColumns();
  reader = new ParquetFileReader(configuration, parquetFileMetadata, file, blocks, columns);
  for (BlockMetaData block : blocks) {
    total += block.getRowCount();
  }
  this.unmaterializableRecordCounter = new UnmaterializableRecordCounter(configuration, total);
  LOG.info("RecordReader initialized will read a total of " + total + " records.");
}
Example 2
Source File: InternalParquetRecordReader.java    From parquet-mr with Apache License 2.0 6 votes vote down vote up 
public void initialize(ParquetFileReader reader, Configuration configuration)
    throws IOException {
  // initialize a ReadContext for this file
  this.reader = reader;
  FileMetaData parquetFileMetadata = reader.getFooter().getFileMetaData();
  this.fileSchema = parquetFileMetadata.getSchema();
  Map<String, String> fileMetadata = parquetFileMetadata.getKeyValueMetaData();
  ReadSupport.ReadContext readContext = readSupport.init(new InitContext(
      configuration, toSetMultiMap(fileMetadata), fileSchema));
  this.columnIOFactory = new ColumnIOFactory(parquetFileMetadata.getCreatedBy());
  this.requestedSchema = readContext.getRequestedSchema();
  this.columnCount = requestedSchema.getPaths().size();
  // Setting the projection schema before running any filtering (e.g. getting filtered record count)
  // because projection impacts filtering
  reader.setRequestedSchema(requestedSchema);
  this.recordConverter = readSupport.prepareForRead(
      configuration, fileMetadata, fileSchema, readContext);
  this.strictTypeChecking = configuration.getBoolean(STRICT_TYPE_CHECKING, true);
  this.total = reader.getFilteredRecordCount();
  this.unmaterializableRecordCounter = new UnmaterializableRecordCounter(configuration, total);
  this.filterRecords = configuration.getBoolean(RECORD_FILTERING_ENABLED, true);
  LOG.info("RecordReader initialized will read a total of {} records.", total);
}
Example 3
Source File: ParquetRecordReader.java    From flink with Apache License 2.0 5 votes vote down vote up 
public void initialize(ParquetFileReader reader, Configuration configuration) {
	this.reader = reader;
	FileMetaData parquetFileMetadata = reader.getFooter().getFileMetaData();
	// real schema of parquet file
	this.fileSchema = parquetFileMetadata.getSchema();
	Map<String, String> fileMetadata = parquetFileMetadata.getKeyValueMetaData();
	ReadSupport.ReadContext readContext = readSupport.init(new InitContext(
		configuration, toSetMultiMap(fileMetadata), readSchema));

	this.columnIOFactory = new ColumnIOFactory(parquetFileMetadata.getCreatedBy());
	this.recordMaterializer = readSupport.prepareForRead(
		configuration, fileMetadata, readSchema, readContext);
	this.numTotalRecords = reader.getRecordCount();
}
Example 4
Source File: TajoReadSupport.java    From tajo with Apache License 2.0 5 votes vote down vote up 
/**
 * Initializes the ReadSupport.
 *
 * @param context The InitContext.
 * @return A ReadContext that defines how to read the file.
 */
@Override
public ReadSupport.ReadContext init(InitContext context) {
  if (requestedSchema == null) {
    throw new RuntimeException("requestedSchema is null.");
  }
  MessageType requestedParquetSchema =
    new TajoSchemaConverter().convert(requestedSchema);
  LOG.debug("Reading data with projection:\n" + requestedParquetSchema);
  return new ReadContext(requestedParquetSchema);
}
Example 5
Source File: ParquetRecordReader.java    From flink with Apache License 2.0 5 votes vote down vote up 
public void initialize(ParquetFileReader reader, Configuration configuration) {
	this.reader = reader;
	FileMetaData parquetFileMetadata = reader.getFooter().getFileMetaData();
	// real schema of parquet file
	this.fileSchema = parquetFileMetadata.getSchema();
	Map<String, String> fileMetadata = parquetFileMetadata.getKeyValueMetaData();
	ReadSupport.ReadContext readContext = readSupport.init(new InitContext(
		configuration, toSetMultiMap(fileMetadata), readSchema));

	this.columnIOFactory = new ColumnIOFactory(parquetFileMetadata.getCreatedBy());
	this.recordMaterializer = readSupport.prepareForRead(
		configuration, fileMetadata, readSchema, readContext);
	this.numTotalRecords = reader.getRecordCount();
}
Example 6
Source File: InternalParquetRecordReader.java    From parquet-mr with Apache License 2.0 5 votes vote down vote up 
public void initialize(ParquetFileReader reader, ParquetReadOptions options) {
  // copy custom configuration to the Configuration passed to the ReadSupport
  Configuration conf = new Configuration();
  if (options instanceof HadoopReadOptions) {
    conf = ((HadoopReadOptions) options).getConf();
  }
  for (String property : options.getPropertyNames()) {
    conf.set(property, options.getProperty(property));
  }

  // initialize a ReadContext for this file
  this.reader = reader;
  FileMetaData parquetFileMetadata = reader.getFooter().getFileMetaData();
  this.fileSchema = parquetFileMetadata.getSchema();
  Map<String, String> fileMetadata = parquetFileMetadata.getKeyValueMetaData();
  ReadSupport.ReadContext readContext = readSupport.init(new InitContext(conf, toSetMultiMap(fileMetadata), fileSchema));
  this.columnIOFactory = new ColumnIOFactory(parquetFileMetadata.getCreatedBy());
  this.requestedSchema = readContext.getRequestedSchema();
  this.columnCount = requestedSchema.getPaths().size();
  // Setting the projection schema before running any filtering (e.g. getting filtered record count)
  // because projection impacts filtering
  reader.setRequestedSchema(requestedSchema);
  this.recordConverter = readSupport.prepareForRead(conf, fileMetadata, fileSchema, readContext);
  this.strictTypeChecking = options.isEnabled(STRICT_TYPE_CHECKING, true);
  this.total = reader.getFilteredRecordCount();
  this.unmaterializableRecordCounter = new UnmaterializableRecordCounter(options, total);
  this.filterRecords = options.useRecordFilter();
  LOG.info("RecordReader initialized will read a total of {} records.", total);
}
Example 7
Source File: GroupReadSupportTest.java    From parquet-mr with Apache License 2.0 5 votes vote down vote up 
@Test
public void testInitWithoutSpecifyingRequestSchema() throws Exception {
  GroupReadSupport s = new GroupReadSupport();
  Configuration configuration = new Configuration();
  Map<String, String> keyValueMetaData = new HashMap<String, String>();
  MessageType fileSchema = MessageTypeParser.parseMessageType(fullSchemaStr);

  ReadSupport.ReadContext context = s.init(configuration, keyValueMetaData, fileSchema);
  assertEquals(context.getRequestedSchema(), fileSchema);
}
Example 8
Source File: GroupReadSupportTest.java    From parquet-mr with Apache License 2.0 5 votes vote down vote up 
@Test
public void testInitWithPartialSchema() {
  GroupReadSupport s = new GroupReadSupport();
  Configuration configuration = new Configuration();
  Map<String, String> keyValueMetaData = new HashMap<String, String>();
  MessageType fileSchema = MessageTypeParser.parseMessageType(fullSchemaStr);
  MessageType partialSchema = MessageTypeParser.parseMessageType(partialSchemaStr);
  configuration.set(ReadSupport.PARQUET_READ_SCHEMA, partialSchemaStr);

  ReadSupport.ReadContext context = s.init(configuration, keyValueMetaData, fileSchema);
  assertEquals(context.getRequestedSchema(), partialSchema);
}