Java tutorial
/* Copyright (C) 2005-2012, by the President and Fellows of Harvard College. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. Dataverse Network - A web application to share, preserve and analyze research data. Developed at the Institute for Quantitative Social Science, Harvard University. Version 3.0. */ package edu.harvard.iq.dataverse.ingest.tabulardata.impl.plugins.dta; import java.io.*; import java.nio.*; import java.util.logging.*; import java.util.*; import java.util.regex.*; import java.text.*; import org.apache.commons.lang.*; import org.apache.commons.codec.binary.Hex; import javax.inject.Inject; import javax.naming.Context; import javax.naming.InitialContext; import javax.naming.NamingException; import edu.harvard.iq.dataverse.DataTable; import edu.harvard.iq.dataverse.datavariable.DataVariable; import edu.harvard.iq.dataverse.datavariable.VariableCategory; //import edu.harvard.iq.dataverse.datavariable.VariableFormatType; //import edu.harvard.iq.dataverse.datavariable.VariableServiceBean; import edu.harvard.iq.dataverse.ingest.plugin.spi.*; import edu.harvard.iq.dataverse.ingest.tabulardata.TabularDataFileReader; import edu.harvard.iq.dataverse.ingest.tabulardata.spi.TabularDataFileReaderSpi; import edu.harvard.iq.dataverse.ingest.tabulardata.TabularDataIngest; /** * ingest plugin for Stata DTA file format. * * This reader plugin has been fully re-implemented for the DVN 4.0; * It is still borrows heavily from, and builds on the basis of the * old implementation by Akio Sone, that was in use in the versions * 2-3 of the DVN. * * @author Akio Sone at UNC-Odum * @author landreev */ public class DTAFileReader extends TabularDataFileReader { //@Inject //VariableServiceBean varService; // static fields, STATA-specific constants, etc. // (should it all be isolated in some other class?) private static Map<Integer, String> STATA_RELEASE_NUMBER = new HashMap<>(); private static Map<String, Integer> release105type = new LinkedHashMap<>(); private static Map<String, Integer> release111type = new LinkedHashMap<>(); private static Map<Integer, Map<String, Integer>> CONSTATNT_TABLE = new LinkedHashMap<>(); private static Map<String, Integer> release104constant = new LinkedHashMap<>(); private static Map<String, Integer> release105constant = new LinkedHashMap<>(); private static Map<String, Integer> release108constant = new LinkedHashMap<>(); private static Map<String, Integer> release110constant = new LinkedHashMap<>(); private static Map<String, Integer> release111constant = new LinkedHashMap<>(); private static Map<String, Integer> release113constant = new LinkedHashMap<>(); private static Map<String, Integer> release114constant = new LinkedHashMap<>(); private static Map<String, Integer> release115constant = new LinkedHashMap<>(); private static Map<Byte, Integer> byteLengthTable105 = new HashMap<>(); private static Map<Byte, Integer> byteLengthTable111 = new HashMap<>(); private static Map<Byte, String> variableTypeTable105 = new LinkedHashMap<>(); private static Map<Byte, String> variableTypeTable111 = new LinkedHashMap<>(); private static Map<String, Integer> variableTypeMap = new LinkedHashMap<>(); private static final int[] LENGTH_HEADER = { 60, 109 }; private static final int[] LENGTH_LABEL = { 32, 81 }; private static final int[] LENGTH_NAME = { 9, 33 }; private static final int[] LENGTH_FORMAT_FIELD = { 7, 12, 49 }; private static final int[] LENGTH_EXPANSION_FIELD = { 0, 2, 4 }; private static final int[] DBL_MV_PWR = { 333, 1023 }; static { STATA_RELEASE_NUMBER.put(104, "rel_3"); STATA_RELEASE_NUMBER.put(105, "rel_4or5"); STATA_RELEASE_NUMBER.put(108, "rel_6"); STATA_RELEASE_NUMBER.put(110, "rel_7first"); STATA_RELEASE_NUMBER.put(111, "rel_7scnd"); STATA_RELEASE_NUMBER.put(113, "rel_8_or_9"); STATA_RELEASE_NUMBER.put(114, "rel_10"); // reading stata docs suggests // 114 means release 11 - ? // confused. -- L.A. STATA_RELEASE_NUMBER.put(115, "rel_12"); // 115 is the *last* development of the "classic" Stata format. // STATA v. 13 introduced format 117 (116 was an in-house, // experimental version that was never released), it is a completely // new development, incompatible with the old format. release105type.put("STRING", 127); release105type.put("BYTE", 98); release105type.put("INT", 105); release105type.put("LONG", 108); release105type.put("FLOAT", 102); release105type.put("DOUBLE0", 100); release111type.put("STRING", 0); release111type.put("BYTE", -5); release111type.put("INT", -4); release111type.put("LONG", -3); release111type.put("FLOAT", -2); release111type.put("DOUBLE", -1); release104constant.put("HEADER", LENGTH_HEADER[0]); release104constant.put("LABEL", LENGTH_LABEL[0]); release104constant.put("NAME", LENGTH_NAME[0]); release104constant.put("FORMAT", LENGTH_FORMAT_FIELD[0]); release104constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[0]); release104constant.put("DBL_MV_PWR", DBL_MV_PWR[0]); CONSTATNT_TABLE.put(104, release104constant); release105constant.put("HEADER", LENGTH_HEADER[0]); release105constant.put("LABEL", LENGTH_LABEL[0]); release105constant.put("NAME", LENGTH_NAME[0]); release105constant.put("FORMAT", LENGTH_FORMAT_FIELD[1]); release105constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[1]); release105constant.put("DBL_MV_PWR", DBL_MV_PWR[0]); CONSTATNT_TABLE.put(105, release105constant); release108constant.put("HEADER", LENGTH_HEADER[1]); release108constant.put("LABEL", LENGTH_LABEL[1]); release108constant.put("NAME", LENGTH_NAME[0]); release108constant.put("FORMAT", LENGTH_FORMAT_FIELD[1]); release108constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[1]); release108constant.put("DBL_MV_PWR", DBL_MV_PWR[1]); CONSTATNT_TABLE.put(108, release108constant); release110constant.put("HEADER", LENGTH_HEADER[1]); release110constant.put("LABEL", LENGTH_LABEL[1]); release110constant.put("NAME", LENGTH_NAME[1]); release110constant.put("FORMAT", LENGTH_FORMAT_FIELD[1]); release110constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[2]); release110constant.put("DBL_MV_PWR", DBL_MV_PWR[1]); CONSTATNT_TABLE.put(110, release110constant); release111constant.put("HEADER", LENGTH_HEADER[1]); release111constant.put("LABEL", LENGTH_LABEL[1]); release111constant.put("NAME", LENGTH_NAME[1]); release111constant.put("FORMAT", LENGTH_FORMAT_FIELD[1]); release111constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[2]); release111constant.put("DBL_MV_PWR", DBL_MV_PWR[1]); CONSTATNT_TABLE.put(111, release111constant); release113constant.put("HEADER", LENGTH_HEADER[1]); release113constant.put("LABEL", LENGTH_LABEL[1]); release113constant.put("NAME", LENGTH_NAME[1]); release113constant.put("FORMAT", LENGTH_FORMAT_FIELD[1]); release113constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[2]); release113constant.put("DBL_MV_PWR", DBL_MV_PWR[1]); CONSTATNT_TABLE.put(113, release113constant); release114constant.put("HEADER", LENGTH_HEADER[1]); release114constant.put("LABEL", LENGTH_LABEL[1]); release114constant.put("NAME", LENGTH_NAME[1]); release114constant.put("FORMAT", LENGTH_FORMAT_FIELD[2]); release114constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[2]); release114constant.put("DBL_MV_PWR", DBL_MV_PWR[1]); CONSTATNT_TABLE.put(114, release114constant); release115constant.put("HEADER", LENGTH_HEADER[1]); release115constant.put("LABEL", LENGTH_LABEL[1]); release115constant.put("NAME", LENGTH_NAME[1]); release115constant.put("FORMAT", LENGTH_FORMAT_FIELD[2]); release115constant.put("EXPANSION", LENGTH_EXPANSION_FIELD[2]); release115constant.put("DBL_MV_PWR", DBL_MV_PWR[1]); CONSTATNT_TABLE.put(115, release115constant); byteLengthTable105.put((byte) 98, 1); byteLengthTable105.put((byte) 105, 2); byteLengthTable105.put((byte) 108, 4); byteLengthTable105.put((byte) 102, 4); byteLengthTable105.put((byte) 100, 8); byteLengthTable111.put((byte) -5, 1); byteLengthTable111.put((byte) -4, 2); byteLengthTable111.put((byte) -3, 4); byteLengthTable111.put((byte) -2, 4); byteLengthTable111.put((byte) -1, 8); variableTypeTable105.put((byte) 98, "Byte"); variableTypeTable105.put((byte) 105, "Integer"); variableTypeTable105.put((byte) 108, "Long"); variableTypeTable105.put((byte) 102, "Float"); variableTypeTable105.put((byte) 100, "Double"); variableTypeTable111.put((byte) -5, "Byte"); variableTypeTable111.put((byte) -4, "Integer"); variableTypeTable111.put((byte) -3, "Long"); variableTypeTable111.put((byte) -2, "Float"); variableTypeTable111.put((byte) -1, "Double"); variableTypeMap.put("Byte", -5); variableTypeMap.put("Integer", -4); variableTypeMap.put("Long", -3); variableTypeMap.put("Float", -2); variableTypeMap.put("Double", -1); variableTypeMap.put("String", 0); } private static String[] MIME_TYPE = { "application/x-stata" }; /** format-related constants */ private static final int DTA_MAGIC_NUMBER_LENGTH = 4; private static final int NVAR_FIELD_LENGTH = 2; private static final int NOBS_FIELD_LENGTH = 4; private static final int TIME_STAMP_LENGTH = 18; private static final int VAR_SORT_FIELD_LENGTH = 2; private static final int VALUE_LABEL_HEADER_PADDING_LENGTH = 3; private static String unfVersionNumber = "5"; private static int MISSING_VALUE_BIAS = 26; private byte BYTE_MISSING_VALUE = Byte.MAX_VALUE; private short INT_MISSIG_VALUE = Short.MAX_VALUE; private int LONG_MISSING_VALUE = Integer.MAX_VALUE; private static final List<Float> FLOAT_MISSING_VALUES = Arrays.asList(0x1.000p127f, 0x1.001p127f, 0x1.002p127f, 0x1.003p127f, 0x1.004p127f, 0x1.005p127f, 0x1.006p127f, 0x1.007p127f, 0x1.008p127f, 0x1.009p127f, 0x1.00ap127f, 0x1.00bp127f, 0x1.00cp127f, 0x1.00dp127f, 0x1.00ep127f, 0x1.00fp127f, 0x1.010p127f, 0x1.011p127f, 0x1.012p127f, 0x1.013p127f, 0x1.014p127f, 0x1.015p127f, 0x1.016p127f, 0x1.017p127f, 0x1.018p127f, 0x1.019p127f, 0x1.01ap127f); private Set<Float> FLOAT_MISSING_VALUE_SET = new HashSet<>(FLOAT_MISSING_VALUES); private static final List<Double> DOUBLE_MISSING_VALUE_LIST = Arrays.asList(0x1.000p1023, 0x1.001p1023, 0x1.002p1023, 0x1.003p1023, 0x1.004p1023, 0x1.005p1023, 0x1.006p1023, 0x1.007p1023, 0x1.008p1023, 0x1.009p1023, 0x1.00ap1023, 0x1.00bp1023, 0x1.00cp1023, 0x1.00dp1023, 0x1.00ep1023, 0x1.00fp1023, 0x1.010p1023, 0x1.011p1023, 0x1.012p1023, 0x1.013p1023, 0x1.014p1023, 0x1.015p1023, 0x1.016p1023, 0x1.017p1023, 0x1.018p1023, 0x1.019p1023, 0x1.01ap1023); private Set<Double> DOUBLE_MISSING_VALUE_SET = new HashSet<>(DOUBLE_MISSING_VALUE_LIST); private static SimpleDateFormat sdf_ymdhmsS = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS"); // sdf private static SimpleDateFormat sdf_ymd = new SimpleDateFormat("yyyy-MM-dd"); // sdf2 private static SimpleDateFormat sdf_hms = new SimpleDateFormat("HH:mm:ss"); // stf private static SimpleDateFormat sdf_yw = new SimpleDateFormat("yyyy-'W'ww"); // stata's calendar private static Calendar GCO_STATA = new GregorianCalendar(TimeZone.getTimeZone("GMT")); private static String[] DATE_TIME_FORMAT = { "%tc", "%td", "%tw", "%tq", "%tm", "%th", "%ty", "%d", "%w", "%q", "%m", "h", "%tb" }; // New "business calendar format" has been added in Stata 12. -- L.A. private static String[] DATE_TIME_CATEGORY = { "time", "date", "date", "date", "date", "date", "date", "date", "date", "date", "date", "date", "date" }; private static Map<String, String> DATE_TIME_FORMAT_TABLE = new LinkedHashMap<>(); private static long MILLISECONDS_PER_DAY = 24L * 60 * 60 * 1000; private static long STATA_BIAS_TO_EPOCH; static { sdf_ymdhmsS.setTimeZone(TimeZone.getTimeZone("GMT")); sdf_ymd.setTimeZone(TimeZone.getTimeZone("GMT")); sdf_hms.setTimeZone(TimeZone.getTimeZone("GMT")); sdf_yw.setTimeZone(TimeZone.getTimeZone("GMT")); // set stata's calendar GCO_STATA.set(1, 1960);// year GCO_STATA.set(2, 0); // month GCO_STATA.set(5, 1);// day of month GCO_STATA.set(9, 0);// AM(0) or PM(1) GCO_STATA.set(10, 0);// hh GCO_STATA.set(12, 0);// mm GCO_STATA.set(13, 0);// ss GCO_STATA.set(14, 0); // SS millisecond STATA_BIAS_TO_EPOCH = GCO_STATA.getTimeInMillis(); // = -315619200000 for (int i = 0; i < DATE_TIME_FORMAT.length; i++) { DATE_TIME_FORMAT_TABLE.put(DATE_TIME_FORMAT[i], DATE_TIME_CATEGORY[i]); } } // instance fields // private static Logger dbgLog = Logger.getLogger(DTAFileReader.class.getPackage().getName()); // TODO: // add a comment explaining what this table is for: // -- L.A. 4.0 private String[] valueLabelsLookupTable = null; /* * StrinLengthTable stores the byte lengths of string variables (these are * the same fixed values for every string column). * -- L.A. 4.0 */ private Map<Integer, Integer> StringLengthTable = new LinkedHashMap<>(); private Map<String, Integer> typeOffsetTable; private Map<String, Integer> constantTable; private Map<Byte, Integer> byteLengthTable; private Map<Byte, String> variableTypeTable; private NumberFormat twoDigitFormatter = new DecimalFormat("00"); private NumberFormat doubleNumberFormatter = new DecimalFormat(); TabularDataIngest ingesteddata = new TabularDataIngest(); private DataTable dataTable = new DataTable(); private int releaseNumber; private int headerLength; private int dataLabelLength; private boolean isLittleEndian = false; private int bytes_per_row; /* variableTypes is a list of string values representing the type of * data values *stored* in the file - "byte", "integer", "float", "string", * etc. We need this information as we're reading the data, to know how * many bytes to read for every object type and how to convert the binary * data into the proper Java type. * It's important to note that these types are *Stata* types - the types * of the variables on the DVN side may change (see below). * The variableTypesFinal will describe the data values once they have * been read and stored in the tab. file. This is an important distinction: * for example, the time/data values are stored as binary numeric values * in Stata files, but we'll be storing them as strings in the DVN tabular * files. */ private String[] variableTypes = null; private String[] dateVariableFormats = null; private int value_label_table_length; private String fileUnfValue = null; private static final String MissingValueForTabDelimitedFile = ""; // Constructor -----------------------------------------------------------// /** * Constructs a <code>DTAFileReader</code> instance with a * <code>StatDataFileReaderSpi</code> object. * * @param originator a <code>StatDataFileReaderSpi</code> object. */ public DTAFileReader(TabularDataFileReaderSpi originator) { super(originator); } // Methods ---------------------------------------------------------------// /* * This method configures Stata's release-specific parameters: */ private void init() throws IOException { // if (dbgLog.isLoggable(Level.INFO)) dbgLog.info("release number=" + releaseNumber); if (releaseNumber < 111) { typeOffsetTable = release105type; variableTypeTable = variableTypeTable105; byteLengthTable = byteLengthTable105; } else { typeOffsetTable = release111type; variableTypeTable = variableTypeTable111; byteLengthTable = byteLengthTable111; BYTE_MISSING_VALUE -= MISSING_VALUE_BIAS; INT_MISSIG_VALUE -= MISSING_VALUE_BIAS; LONG_MISSING_VALUE -= MISSING_VALUE_BIAS; } if (releaseNumber <= 105) { value_label_table_length = 2; } else { value_label_table_length = 4; } if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("type-offset table to be used:\n" + typeOffsetTable); constantTable = CONSTATNT_TABLE.get(releaseNumber); headerLength = constantTable.get("HEADER") - DTA_MAGIC_NUMBER_LENGTH; dataLabelLength = headerLength - (NVAR_FIELD_LENGTH + NOBS_FIELD_LENGTH + TIME_STAMP_LENGTH); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("data_label_length=" + dataLabelLength); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("constant table to be used:\n" + constantTable); doubleNumberFormatter.setGroupingUsed(false); doubleNumberFormatter.setMaximumFractionDigits(340); /* * it's no longer necessary to use the variable service to look up * various type entities: * -- L.A. 4.0 beta 9 Context ctx = null; try { ctx = new InitialContext(); varService = (VariableServiceBean) ctx.lookup("java:global/dataverse-4.0/VariableServiceBean"); } catch (NamingException nex) { try { ctx = new InitialContext(); varService = (VariableServiceBean) ctx.lookup("java:global/dataverse/VariableServiceBean"); } catch (NamingException nex2) { if (dbgLog.isLoggable(Level.INFO)) dbgLog.info("Could not look up initial context, or the variable service in JNDI!"); throw new IOException ("Could not look up initial context, or the variable service in JNDI!"); } } */ } @Override public TabularDataIngest read(BufferedInputStream stream, File dataFile) throws IOException { dbgLog.info("***** DTAFileReader: read() start *****"); if (dataFile != null) { throw new IOException("this plugin does not support external raw data files"); } try { decodeHeader(stream); decodeDescriptors(stream); decodeVariableLabels(stream); if (releaseNumber != 104) { decodeExpansionFields(stream); } decodeData(stream); decodeValueLabels(stream); ingesteddata.setDataTable(dataTable); } catch (IllegalArgumentException iaex) { throw new IOException(iaex.getMessage()); } dbgLog.info("***** DTAFileReader: read() end *****"); return ingesteddata; } private void decodeHeader(BufferedInputStream stream) throws IOException { dbgLog.fine("***** decodeHeader(): start *****"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } dbgLog.fine("reading the header segument 1: 4 byte\n"); byte[] magic_number = new byte[DTA_MAGIC_NUMBER_LENGTH]; int nbytes = stream.read(magic_number, 0, DTA_MAGIC_NUMBER_LENGTH); if (nbytes == 0) { throw new IOException(); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("hex dump: 1st 4bytes =>" + new String(Hex.encodeHex(magic_number)) + "<-"); } if (magic_number[2] != 1) { dbgLog.fine("3rd byte is not 1: given file is not stata-dta type"); throw new IllegalArgumentException("The file is not in a STATA format that we can read or support."); } else if ((magic_number[1] != 1) && (magic_number[1] != 2)) { dbgLog.fine("2nd byte is neither 0 nor 1: this file is not stata-dta type"); throw new IllegalArgumentException("given file is not stata-dta type"); } else if (!STATA_RELEASE_NUMBER.containsKey((int) magic_number[0])) { dbgLog.fine("1st byte (" + magic_number[0] + ") is not within the ingestable range [rel. 3-10]:" + "we cannot ingest this Stata file."); throw new IllegalArgumentException("given file is not stata-dta type"); } else { releaseNumber = magic_number[0]; init(); dataTable.setOriginalFileFormat(MIME_TYPE[0]); /* * releaseNumber: * for storing in the datatable, we are converting the numeric Stata * release number into a more user friendly "version number"; * e.g., "release number 115" = "Stata v. 12" * -- L.A. 4.0 */ dataTable.setOriginalFormatVersion(STATA_RELEASE_NUMBER.get(releaseNumber)); dataTable.setUnf("UNF:6:FILEFILEFILEFILE"); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("this file is stata-dta type: " + STATA_RELEASE_NUMBER.get(releaseNumber) + " (that means Stata version " + releaseNumber + ")"); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("Endian(file)(Big: 1; Little:2)=" + magic_number[1]); } /* * byte order: defined in the second byte of the "magic number": */ if (magic_number[1] == 2) { isLittleEndian = true; dbgLog.fine("Reversal of the bytes is necessary to decode " + "multi-byte fields"); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("Endian of this platform:" + ByteOrder.nativeOrder().toString()); } } dbgLog.fine("reading the remaining header segument 2: 60 or 109-byte"); byte[] header = new byte[headerLength]; nbytes = stream.read(header, 0, headerLength); // 1. number of variables: short (2 bytes) ByteBuffer bbnvar = ByteBuffer.wrap(header, 0, NVAR_FIELD_LENGTH); ByteBuffer dupnvar = bbnvar.duplicate(); short short_nvar = dupnvar.getShort(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("get original short view(nvar)=" + short_nvar); } if (isLittleEndian) { bbnvar.order(ByteOrder.LITTLE_ENDIAN); } short shrt_nvar = bbnvar.getShort(); dataTable.setVarQuantity(new Long(shrt_nvar)); int nvar = shrt_nvar; if (dbgLog.isLoggable(Level.INFO)) { dbgLog.info("number of variables(nvar)=" + nvar); } // 4.0 Initialize dataverse variable objects: List<DataVariable> variableList = new ArrayList<>(); for (int i = 0; i < nvar; i++) { DataVariable dv = new DataVariable(); dv.setInvalidRanges(new ArrayList<>()); dv.setSummaryStatistics(new ArrayList<>()); dv.setUnf("UNF:6:XXX"); dv.setCategories(new ArrayList<>()); variableList.add(dv); dv.setFileOrder(i); dv.setDataTable(dataTable); } dataTable.setDataVariables(variableList); // setup variableTypeList variableTypes = new String[nvar]; // and the date/time format list: dateVariableFormats = new String[nvar]; // 2. number of observations: int (4 bytes) ByteBuffer nobs = ByteBuffer.wrap(header, NVAR_FIELD_LENGTH, NOBS_FIELD_LENGTH); ByteBuffer dupnobs = nobs.duplicate(); int int_dupnobs = dupnobs.getInt(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("raw nobs=" + int_dupnobs); } if (isLittleEndian) { nobs.order(ByteOrder.LITTLE_ENDIAN); } int int_nobs = nobs.getInt(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("reversed nobs=" + int_nobs); } // smd.getFileInformation().put("caseQnty", new Integer(int_nobs)); dataTable.setCaseQuantity(new Long(int_nobs)); /* the "data label" - note that we are not using this label for anything (wonder what it is though? can we use it somewhere?) but we still need to extract it from the byte stream, since the offsets of the objects stored further up are calculated relative to it. -- L.A., 4.0 */ // 3. data_label: 32 or 81 bytes int dl_offset = NVAR_FIELD_LENGTH + NOBS_FIELD_LENGTH; if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("dl_offset=" + dl_offset); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("data_label_length=" + dataLabelLength); } String data_label = new String(Arrays.copyOfRange(header, dl_offset, (dl_offset + dataLabelLength)), "ISO-8859-1"); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("data_label_length=" + data_label.length()); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("loation of the null character=" + data_label.indexOf(0)); } String dataLabel = getNullStrippedString(data_label); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("data_label_length=" + dataLabel.length()); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("data_label=[" + dataLabel + "]"); } // smd.getFileInformation().put("dataLabel", dataLabel); /* end of "data label" */ // 4. time_stamp: ASCII String (18 bytes) // added after release 4 if (releaseNumber > 104) { int ts_offset = dl_offset + dataLabelLength; String time_stamp = new String(Arrays.copyOfRange(header, ts_offset, ts_offset + TIME_STAMP_LENGTH), "ISO-8859-1"); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("time_stamp_length=" + time_stamp.length()); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("loation of the null character=" + time_stamp.indexOf(0)); } String timeStamp = getNullStrippedString(time_stamp); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("timeStamp_length=" + timeStamp.length()); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("timeStamp=[" + timeStamp + "]"); } } } private void decodeDescriptors(BufferedInputStream stream) throws IOException { dbgLog.fine("decodeDescriptors(): start"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } int nvar = dataTable.getVarQuantity().intValue(); // part 1: variable type list decodeDescriptorVarTypeList(stream, nvar); // part 2: Variable_Name List // name length= 9(release 105) or 33 (release 111) each null terminated decodeDescriptorVarNameList(stream, nvar); // Part 3: variable sort list // length of this field = short(2bytes)*(nvar +1) decodeDescriptorVarSortList(stream, nvar); // Part 4: variable format list // VAR_FORMAT_FIELD_LENGTH (7,12, 49 bytes) * navar // null-terminated string decodeDescriptorVariableFormat(stream, nvar); // Part 5: value-label list // variable_name * nvar null-terminated String decodeDescriptorValueLabel(stream, nvar); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("decodeDescriptors(): end"); } } private void decodeDescriptorVarTypeList(BufferedInputStream stream, int nvar) throws IOException { byte[] typeList = new byte[nvar]; // note: the offset param of read() is relative to // the current position, not absolute position int nbytes = stream.read(typeList, 0, nvar); //printHexDump(typeList, "variable type list"); if (nbytes == 0) { throw new IOException("reading the descriptior: no byte was read"); } /* Stata internal constants representing variable type information; these were kindly provided by Akio: 111 type Type: b i l f d (byte, int, long, float, double) byte: -5 -4 -3 -2 -1 (signed byte = java's byte type) byte: 251 252 253 254 255 (unsigned byte) HEX: FB FC FD FE FF 105 type(type chars correspond to their hex/decimal expressions Type: b i l f d (byte, int, long, float, double) byte: 98 105 108 102 100 (signed byte = java's byte type) byte: 98 105 108 102 100 (unsigned byte) HEX: 62 69 6C 66 64 */ if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("type_offset_table:\n" + typeOffsetTable); bytes_per_row = 0; for (int i = 0; i < typeList.length; i++) { if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine(i + "-th value=" + typeList[i]); /* * How Stata types correspond to the DVN types: * "Byte", "Integer" and "Long" become Numeric, Discrete (unless date value); * "Float" and "Double" become Numeric, Continuous (unless date value); * "String" becomes String; * Date/time values stored as numeric types above, are converted into * Strings. * -- L.A. 4.0 */ if (byteLengthTable.containsKey(typeList[i])) { bytes_per_row += byteLengthTable.get(typeList[i]); variableTypes[i] = variableTypeTable.get(typeList[i]); String typeLabel = variableTypes[i]; if (typeLabel != null) { dataTable.getDataVariables().get(i).setTypeNumeric(); if (typeLabel.equals("Byte") || typeLabel.equals("Integer") || typeLabel.equals("Long")) { // these are treated as discrete: dataTable.getDataVariables().get(i).setIntervalDiscrete(); } else if (typeLabel.equals("Float") || typeLabel.equals("Double")) { // these are treated as contiuous: dataTable.getDataVariables().get(i).setIntervalContinuous(); } else { throw new IOException("Unrecognized type label: " + typeLabel + " for Stata type value byte " + typeList[i] + "."); } } else { throw new IOException( "No entry in the known types table for Stata type value byte " + typeList[i] + "."); } } else { // pre-111 string type if (releaseNumber < 111) { int stringType = 256 + typeList[i]; if (stringType >= typeOffsetTable.get("STRING")) { int string_var_length = stringType - typeOffsetTable.get("STRING"); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("string_var_length=" + string_var_length); bytes_per_row += string_var_length; variableTypes[i] = "String"; dataTable.getDataVariables().get(i).setTypeCharacter(); dataTable.getDataVariables().get(i).setIntervalDiscrete(); StringLengthTable.put(i, string_var_length); } else { throw new IOException("unknown variable type was detected: reading errors?"); } } else if (releaseNumber >= 111) { // post-111 string type if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("DTA reader: typeList[" + i + "]=" + typeList[i]); // if the size of strXXX type is less than 128, // the value of typeList[i] will be equal to that; // if however it is >= 128, typeList[i] = (size - 256) // i.e. it'll be a negative value: int stringType = ((typeList[i] > 0) && (typeList[i] <= 127)) ? typeList[i] : 256 + typeList[i]; if (stringType >= typeOffsetTable.get("STRING")) { int string_var_length = stringType - typeOffsetTable.get("STRING"); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("DTA reader: string_var_length=" + string_var_length); bytes_per_row += string_var_length; variableTypes[i] = "String"; dataTable.getDataVariables().get(i).setTypeCharacter(); dataTable.getDataVariables().get(i).setIntervalDiscrete(); StringLengthTable.put(i, string_var_length); } else { throw new IOException("unknown variable type was detected: reading errors?"); } } else { throw new IOException("uknown release number "); } } if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine(i + "=th\t sum=" + bytes_per_row); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("bytes_per_row(final)=" + bytes_per_row); dbgLog.fine("variableTypes:\n" + Arrays.deepToString(variableTypes)); dbgLog.fine("StringLengthTable=" + StringLengthTable); } } private void decodeDescriptorVarNameList(BufferedInputStream stream, int nvar) throws IOException { int length_var_name = constantTable.get("NAME"); int length_var_name_list = length_var_name * nvar; if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("length_var_name_list=" + length_var_name_list); byte[] variableNameBytes = new byte[length_var_name_list]; int nbytes = stream.read(variableNameBytes, 0, length_var_name_list); if (nbytes == 0) { throw new IOException("reading the var name list: no var name was read"); } int offset_start = 0; int offset_end = 0; for (int i = 0; i < nvar; i++) { offset_end += length_var_name; String vari = new String(Arrays.copyOfRange(variableNameBytes, offset_start, offset_end), "ISO-8859-1"); String varName = getNullStrippedString(vari); dataTable.getDataVariables().get(i).setName(varName); dbgLog.fine(i + "-th name=[" + varName + "]"); offset_start = offset_end; } } private void decodeDescriptorVarSortList(BufferedInputStream stream, int nvar) throws IOException { /* * Whatever this "var sort list" is, we don't seem to be using this * information for any purposes in particular. However, we need to read * the bytes, to skip to the next section in the stream, if nothing else. * -- L.A. 4.0 */ int length_var_sort_list = VAR_SORT_FIELD_LENGTH * (nvar + 1); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("length_var_sort_list=" + length_var_sort_list); byte[] varSortList = new byte[length_var_sort_list]; short[] variableSortList = new short[nvar + 1]; int nbytes = stream.read(varSortList, 0, length_var_sort_list); if (nbytes == 0) { throw new IOException("reading error: the varSortList"); } int offset_start = 0; for (int i = 0; i <= nvar; i++) { ByteBuffer bb_varSortList = ByteBuffer.wrap(varSortList, offset_start, VAR_SORT_FIELD_LENGTH); if (isLittleEndian) { bb_varSortList.order(ByteOrder.LITTLE_ENDIAN); } variableSortList[i] = bb_varSortList.getShort(); offset_start += VAR_SORT_FIELD_LENGTH; } if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("variableSortList=" + Arrays.toString(variableSortList)); } /* Variable Formats are used exclusively for time and date variables. * -- L.A. 4.0 */ private void decodeDescriptorVariableFormat(BufferedInputStream stream, int nvar) throws IOException { int length_var_format = constantTable.get("FORMAT"); int length_var_format_list = length_var_format * nvar; if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("length_var_format_list=" + length_var_format_list); byte[] variableFormatList = new byte[length_var_format_list]; int nbytes = stream.read(variableFormatList, 0, length_var_format_list); if (nbytes == 0) { throw new IOException("reading var formats: no format was read"); } int offset_start = 0; int offset_end = 0; for (int i = 0; i < nvar; i++) { offset_end += length_var_format; String vari = new String(Arrays.copyOfRange(variableFormatList, offset_start, offset_end), "ISO-8859-1"); String variableFormat = getNullStrippedString(vari); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine(i + "-th format=[" + variableFormat + "]"); String variableFormatKey = null; if (variableFormat.startsWith("%t")) { variableFormatKey = variableFormat.substring(0, 3); } else { variableFormatKey = variableFormat.substring(0, 2); } if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine(i + " th variableFormatKey=" + variableFormatKey); /* * Now, let's check if this format is a known time or date format. * If so, note that this changes the storage type of the variable! * i.e., times and dates are stored as binary numeric values, but on * the DVN side/in the tab files they will become strings. * TODO: it kinda does look like we can get rid of the variableFormats[] * list; these formats are only used if this is a recognized * "date/time datum" (see below); so then it looks like we can * extract this info from the DataVariable "formatschemaname". * -- L.A. 4.0 */ if (DATE_TIME_FORMAT_TABLE.containsKey(variableFormatKey)) { // TODO: revisit the whole "formatschemaname" thing; -- L.A. // Instead of populating this field with the Stata's internal // format token (??), we should put the actual format of the // values that we store in the tab file. And the internal // STATA format we'll keep in this array for now: dateVariableFormats[i] = variableFormat; //dataTable.getDataVariables().get(i).setFormatSchemaName(variableFormat); // TODO: make sure we do save the real format (as .setFormat() somewhere else!) dataTable.getDataVariables().get(i) .setFormatCategory(DATE_TIME_FORMAT_TABLE.get(variableFormatKey)); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine(i + "th var: category=" + DATE_TIME_FORMAT_TABLE.get(variableFormatKey)); dataTable.getDataVariables().get(i).setTypeCharacter(); dataTable.getDataVariables().get(i).setIntervalDiscrete(); } offset_start = offset_end; } } private void decodeDescriptorValueLabel(BufferedInputStream stream, int nvar) throws IOException { valueLabelsLookupTable = new String[nvar]; int length_label_name = constantTable.get("NAME"); int length_label_name_list = length_label_name * nvar; dbgLog.fine("length_label_name=" + length_label_name_list); byte[] labelNameList = new byte[length_label_name_list]; String[] labelNames = new String[nvar]; int nbytes = stream.read(labelNameList, 0, length_label_name_list); if (nbytes == 0) { throw new IOException("reading value-label list:: no var name was read"); } int offset_start = 0; int offset_end = 0; for (int i = 0; i < nvar; i++) { offset_end += length_label_name; String vari = new String(Arrays.copyOfRange(labelNameList, offset_start, offset_end), "ISO-8859-1"); labelNames[i] = getNullStrippedString(vari); dbgLog.fine(i + "-th label=[" + labelNames[i] + "]"); offset_start = offset_end; } dbgLog.fine("labelNames=\n" + StringUtils.join(labelNames, ",\n") + "\n"); for (int i = 0; i < nvar; i++) { if ((labelNames[i] != null) && (!labelNames[i].isEmpty())) { valueLabelsLookupTable[i] = labelNames[i]; } } } private void decodeVariableLabels(BufferedInputStream stream) throws IOException { dbgLog.fine("decodeVariableLabels(): start"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } // variable label length (32 or 81 bytes)*nvar, each null-terminated // int nvar = (Integer)smd.getFileInformation().get("varQnty"); int nvar = dataTable.getVarQuantity().intValue(); int length_var_label = constantTable.get("LABEL"); int length_var_label_list = length_var_label * nvar; if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("length_label_name=" + length_var_label_list); } byte[] variableLabelBytes = new byte[length_var_label_list]; int nbytes = stream.read(variableLabelBytes, 0, length_var_label_list); if (nbytes == 0) { throw new IOException("reading variable label list: no label was read"); } int offset_start = 0; int offset_end = 0; for (int i = 0; i < nvar; i++) { offset_end += length_var_label; String vari = new String(Arrays.copyOfRange(variableLabelBytes, offset_start, offset_end), "ISO-8859-1"); String variableLabelParsed = getNullStrippedString(vari); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine(i + "-th label=[" + variableLabelParsed + "]"); } offset_start = offset_end; dataTable.getDataVariables().get(i).setLabel(variableLabelParsed); } dbgLog.fine("decodeVariableLabels(): end"); } /* * We don't seem to be using any of these "expansion fields" - whatever * they are; but we need to read the section, to skip to the next one in * the byte stream, if nothing else. * -- L.A. 4.0 * TODO: ok, need to figure out what these are. -- AUG 6 2014 */ private void decodeExpansionFields(BufferedInputStream stream) throws IOException { dbgLog.fine("***** decodeExpansionFields(): start *****"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } // Added since release 105 // [1-byte byte_field][short(2)/int(4)_field][variable_field whose // length is specified by the previous short/int field] int int_type_expansion_field = constantTable.get("EXPANSION"); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("int_type_expansion_field=" + int_type_expansion_field); while (true) { byte[] firstByte = new byte[1]; byte[] lengthBytes = new byte[int_type_expansion_field]; int nbyte = stream.read(firstByte, 0, 1); dbgLog.fine("read 1st byte"); int nbytes = stream.read(lengthBytes, 0, int_type_expansion_field); dbgLog.fine("read next integer"); ByteBuffer bb_field_length = ByteBuffer.wrap(lengthBytes); if (isLittleEndian) { bb_field_length.order(ByteOrder.LITTLE_ENDIAN); dbgLog.fine("byte reversed"); } int field_length; if (int_type_expansion_field == 2) { field_length = bb_field_length.getShort(); } else { field_length = bb_field_length.getInt(); } if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("field_length=" + field_length); if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("firstByte[0]=" + firstByte[0]); if ((field_length + firstByte[0]) == 0) { // reached the end of this field break; } else { byte[] stringField = new byte[field_length]; nbyte = stream.read(stringField, 0, field_length); } } dbgLog.fine("decodeExpansionFields(): end"); } /** * * @param stream */ private void decodeValueLabels(BufferedInputStream stream) throws IOException { dbgLog.fine("decodeValueLabels(): start"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } if (stream.available() != 0) { if (releaseNumber <= 105) { parseValueLabelsRelease105(stream); } else { parseValueLabelsReleasel108(stream); } } else { dbgLog.fine("no value-label table: end of file"); } dbgLog.fine("decodeValueLabels(): end"); } void parseValueLabelsRelease105(BufferedInputStream stream) throws IOException { dbgLog.fine("parseValueLabelsRelease105(): start"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } int nvar = dataTable.getVarQuantity().intValue(); int length_label_name = constantTable.get("NAME") + 1; // note: caution +1 as the null character, not 9 byte int length_value_label_header = value_label_table_length + length_label_name; if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("value_label_table_length=" + value_label_table_length); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("length_value_label_header=" + length_value_label_header); } int length_lable_name_field = 8; /* Seg field byte type 1-1. no of pairs 2 int (= m) 1-2. vlt_name 10 includes char+(\0) == name used in Sec2.part 5 ----------------------------------- 11 2-1. values 2*n int[] 2-2. labels 8*n char */ // This map will hold a temporary lookup table for all the categorical // value-label groups we are going to find here: // These groups have unique names, and a group *may be shared* between // multiple variables. In the method decodeDescriptorValueLabel above // we have populated a lookup table where variables are linked to the // corresponding value-label groups by name. Thus we must fully populate // the full map of all the variable groups, then go through the list // of variables and create the dataverse variable categories from // them. -- L.A. 4.0 Map<String, Map<String, String>> tempValueLabelTable = new LinkedHashMap<>(); for (int i = 0; i < nvar; i++) { if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("\n\n" + i + "th value-label table header"); } byte[] valueLabelHeader = new byte[length_value_label_header]; // Part 1: reading the header of a value-label table if exists int nbytes = stream.read(valueLabelHeader, 0, length_value_label_header); if (nbytes == 0) { throw new IOException("reading value label header: no datum"); } // 1.1 number of value-label pairs in this table (= m) ByteBuffer bb_value_label_pairs = ByteBuffer.wrap(valueLabelHeader, 0, value_label_table_length); if (isLittleEndian) { bb_value_label_pairs.order(ByteOrder.LITTLE_ENDIAN); //if (dbgLog.isLoggable(Level.FINE)) dbgLog.fine("value lable table lenth: byte reversed"); } int no_value_label_pairs = bb_value_label_pairs.getShort(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("no_value_label_pairs=" + no_value_label_pairs); } // 1.2 labelName String rawLabelName = new String(Arrays.copyOfRange(valueLabelHeader, value_label_table_length, (value_label_table_length + length_label_name)), "ISO-8859-1"); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("rawLabelName(length)=" + rawLabelName.length()); } String labelName = rawLabelName.substring(0, rawLabelName.indexOf(0)); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("label name = " + labelName + "\n"); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine(i + "-th value-label table"); } // Part 2: reading the value-label table // the length of the value-label table is: 2*m + 8*m = 10*m int length_value_label_table = (value_label_table_length + length_lable_name_field) * no_value_label_pairs; if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("length_value_label_table=" + length_value_label_table); } byte[] valueLabelTable_i = new byte[length_value_label_table]; int noBytes = stream.read(valueLabelTable_i, 0, length_value_label_table); if (noBytes == 0) { throw new IOException("reading value label table: no datum"); } // 2-1. 2-byte-integer array (2*m): value array (sorted) short[] valueList = new short[no_value_label_pairs]; int offset_value = 0; for (int k = 0; k < no_value_label_pairs; k++) { ByteBuffer bb_value_list = ByteBuffer.wrap(valueLabelTable_i, offset_value, value_label_table_length); if (isLittleEndian) { bb_value_list.order(ByteOrder.LITTLE_ENDIAN); } valueList[k] = bb_value_list.getShort(); offset_value += value_label_table_length; } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("value_list=" + Arrays.toString(valueList) + "\n"); } // 2-2. 8-byte chars that store label data (m units of labels) if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("current offset_value=" + offset_value); } int offset_start = offset_value; int offset_end = offset_value + length_lable_name_field; String[] labelList = new String[no_value_label_pairs]; for (int l = 0; l < no_value_label_pairs; l++) { String string_l = new String(Arrays.copyOfRange(valueLabelTable_i, offset_start, offset_end), "ISO-8859-1"); int null_position = string_l.indexOf(0); if (null_position != -1) { labelList[l] = string_l.substring(0, null_position); } else { labelList[l] = string_l; } offset_start = offset_end; offset_end += length_lable_name_field; } // Finally, we've reached the actual value-label pairs. We'll go // through them and put them on the temporary lookup map: tempValueLabelTable.put(labelName, new LinkedHashMap<>()); for (int j = 0; j < no_value_label_pairs; j++) { if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine(j + "-th pair:" + valueList[j] + "[" + labelList[j] + "]"); } // TODO: do we need any null/empty string checks here? -- L.A. 4.0 tempValueLabelTable.get(labelName).put(Integer.toString(valueList[j]), labelList[j]); } if (stream.available() == 0) { // reached the end of the file if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("reached the end of file at " + i + "th value-label Table."); } break; } } // for nvar loop // And now we can go through the list of variables, see if any have // value-label groups linked, then build dataverse VariableCategory // objects for them, using the values stored in the temporary map // we've just built: for (int i = 0; i < nvar; i++) { if (valueLabelsLookupTable[i] != null) { if (tempValueLabelTable.get(valueLabelsLookupTable[i]) != null) { // What if it is null? -- is it a legit condition, that // a variable was advertised as having categorical values, // but no such cat value group exists under this name? // -- L.A. for (String value : tempValueLabelTable.get(valueLabelsLookupTable[i]).keySet()) { VariableCategory cat = new VariableCategory(); cat.setValue(value); cat.setLabel(tempValueLabelTable.get(valueLabelsLookupTable[i]).get(value)); /* cross-link the variable and category to each other: */ cat.setDataVariable(dataTable.getDataVariables().get(i)); dataTable.getDataVariables().get(i).getCategories().add(cat); } } } } dbgLog.fine("parseValueLabelsRelease105(): end"); } private void parseValueLabelsReleasel108(BufferedInputStream stream) throws IOException { dbgLog.fine("parseValueLabelsRelease108(): start"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } int nvar = dataTable.getVarQuantity().intValue(); int length_label_name = constantTable.get("NAME"); int length_value_label_header = value_label_table_length + length_label_name + VALUE_LABEL_HEADER_PADDING_LENGTH; if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("value_label_table_length=" + value_label_table_length); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("length_value_label_header=" + length_value_label_header); } /* Seg field byte type 1-1. len_vlt(Seg.2) 4 int 1-2. vlt_name 9/33 char+(\0) == name used in Sec2.part 5 1-3. padding 3 byte ----------------------------------- 16/40 2-1. n(# of vls) 4 int 2-2. m(len_labels) 4 int 2-3. label_offsets 4*n int[] 2-4. values 4*n int[] 2-5. labels m char */ // This map will hold a temporary lookup table for all the categorical // value-label groups: // These groups have unique names, and a group *may be shared* between // multiple variables. In the method decodeDescriptorValueLabel above // we have populated a lookup table where variables are linked to the // corresponding value-label groups by name. Thus we must fully populate // the full map of all the variable group, then go through the list // of variables and create the dataverse variable categories from // them. -- L.A. 4.0 Map<String, Map<String, String>> tempValueLabelTable = new LinkedHashMap<>(); for (int i = 0; i < nvar; i++) { if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("\n\n" + i + "th value-label table header"); } byte[] valueLabelHeader = new byte[length_value_label_header]; // Part 1: reading the header of a value-label table if exists int nbytes = stream.read(valueLabelHeader, 0, length_value_label_header); if (nbytes == 0) { throw new IOException("reading value label header: no datum"); } // 1.1 length_value_label_table ByteBuffer bb_value_label_header = ByteBuffer.wrap(valueLabelHeader, 0, value_label_table_length); if (isLittleEndian) { bb_value_label_header.order(ByteOrder.LITTLE_ENDIAN); } int length_value_label_table = bb_value_label_header.getInt(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("length of this value-label table=" + length_value_label_table); } // 1.2 labelName String rawLabelName = new String(Arrays.copyOfRange(valueLabelHeader, value_label_table_length, (value_label_table_length + length_label_name)), "ISO-8859-1"); String labelName = getNullStrippedString(rawLabelName); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("label name = " + labelName + "\n"); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine(i + "-th value-label table"); } // Part 2: reading the value-label table byte[] valueLabelTable_i = new byte[length_value_label_table]; int noBytes = stream.read(valueLabelTable_i, 0, length_value_label_table); if (noBytes == 0) { throw new IOException("reading value label table: no datum"); } // 2-1. 4-byte-integer: number of units in this table (n) int valueLabelTable_offset = 0; ByteBuffer bb_value_label_pairs = ByteBuffer.wrap(valueLabelTable_i, valueLabelTable_offset, value_label_table_length); if (isLittleEndian) { bb_value_label_pairs.order(ByteOrder.LITTLE_ENDIAN); } int no_value_label_pairs = bb_value_label_pairs.getInt(); valueLabelTable_offset += value_label_table_length; if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("no_value_label_pairs=" + no_value_label_pairs); } // 2-2. 4-byte-integer: length of the label section (m bytes) ByteBuffer bb_length_label_segment = ByteBuffer.wrap(valueLabelTable_i, valueLabelTable_offset, value_label_table_length); if (isLittleEndian) { bb_length_label_segment.order(ByteOrder.LITTLE_ENDIAN); } int length_label_segment = bb_length_label_segment.getInt(); valueLabelTable_offset += value_label_table_length; // 2-3. 4-byte-integer array (4xm): offset values for the label sec. // these "label offsets" actually appear to represent the byte // offsets of the label strings, as stored in the next section. // as of now, these are not used for anything, and the code // below assumes that the labels are already in the same // order as the numeric values! -- L.A. int[] label_offsets = new int[no_value_label_pairs]; int byte_offset = valueLabelTable_offset; for (int j = 0; j < no_value_label_pairs; j++) { // note: 4-byte singed, not java's long ByteBuffer bb_label_offset = ByteBuffer.wrap(valueLabelTable_i, byte_offset, value_label_table_length); if (isLittleEndian) { bb_label_offset.order(ByteOrder.LITTLE_ENDIAN); dbgLog.fine("label offset: byte reversed"); } label_offsets[j] = bb_label_offset.getInt(); dbgLog.fine("label offset [" + j + "]: " + label_offsets[j]); byte_offset += value_label_table_length; } // 2-4. 4-byte-integer array (4xm): value array (sorted) dbgLog.fine("value array"); int[] valueList = new int[no_value_label_pairs]; int offset_value = byte_offset; for (int k = 0; k < no_value_label_pairs; k++) { ByteBuffer bb_value_list = ByteBuffer.wrap(valueLabelTable_i, offset_value, value_label_table_length); if (isLittleEndian) { bb_value_list.order(ByteOrder.LITTLE_ENDIAN); } valueList[k] = bb_value_list.getInt(); offset_value += value_label_table_length; } // 2-5. m-byte chars that store label data (m units of labels) String label_segment = new String( Arrays.copyOfRange(valueLabelTable_i, offset_value, (length_label_segment + offset_value)), "ISO-8859-1"); // L.A. -- 2011.2.25: // This assumes that the labels are already stored in the right // order: (see my comment for the section 2.3 above) //String[] labelList = label_segment.split("\0"); // Instead, we should be using the offset values obtained in // the section 2.3 above, and select the corresponding // substrings: String[] labelList = new String[no_value_label_pairs]; for (int l = 0; l < no_value_label_pairs; l++) { String lblString = null; int lblOffset = label_offsets[l]; lblString = label_segment.substring(lblOffset); int nullIndx = lblString.indexOf('\000'); if (nullIndx > -1) { lblString = lblString.substring(0, nullIndx); } labelList[l] = lblString; } // this should work! -- L.A. // (TODO: check the v105 value label parsing method, to see if // something similar applies there) // Finally, we've reached the actual value-label pairs. We'll go // through them and put them on the temporary lookup map: tempValueLabelTable.put(labelName, new LinkedHashMap<>()); for (int l = 0; l < no_value_label_pairs; l++) { if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine(l + "-th pair:" + valueList[l] + "[" + labelList[l] + "]"); } // TODO: do we need any null/empty string checks here? -- L.A. 4.0 tempValueLabelTable.get(labelName).put(Integer.toString(valueList[l]), labelList[l]); } if (stream.available() == 0) { // reached the end of the file dbgLog.fine("reached the end of the file at " + i + "th value-label Table"); break; } } // for nvar loop // And now we can go through the list of variables, see if any have // value-label groups linked, then build dataverse VariableCategory // objects for them, using the values stored in the temporary map // we've just built: // TODO: this code is duplicated between this, and the "105 version" of // this method, above. Maybe it should be isolated in its own method. // -- L.A. 4.0 for (int i = 0; i < nvar; i++) { if (valueLabelsLookupTable[i] != null) { if (tempValueLabelTable.get(valueLabelsLookupTable[i]) != null) { // What if it is null? -- is it a legit condition, that // a variable was advertised as having categorical values, // but no such cat value group exists under this name? // -- L.A. for (String value : tempValueLabelTable.get(valueLabelsLookupTable[i]).keySet()) { VariableCategory cat = new VariableCategory(); cat.setValue(value); cat.setLabel(tempValueLabelTable.get(valueLabelsLookupTable[i]).get(value)); /* cross-link the variable and category to each other: */ cat.setDataVariable(dataTable.getDataVariables().get(i)); dataTable.getDataVariables().get(i).getCategories().add(cat); } } } } dbgLog.fine("parseValueLabelsRelease108(): end"); } private void decodeData(BufferedInputStream stream) throws IOException { dbgLog.fine("\n***** decodeData(): start *****"); if (stream == null) { throw new IllegalArgumentException("stream == null!"); } //int nvar = (Integer)smd.getFileInformation().get("varQnty"); int nvar = dataTable.getVarQuantity().intValue(); //int nobs = (Integer)smd.getFileInformation().get("caseQnty"); int nobs = dataTable.getCaseQuantity().intValue(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("data dimensions[observations x variables] = (" + nobs + "x" + nvar + ")"); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("bytes per row=" + bytes_per_row + " bytes"); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("variableTypes=" + Arrays.deepToString(variableTypes)); } if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("StringLengthTable=" + StringLengthTable); } // create a File object to save the tab-delimited data file FileOutputStream fileOutTab = null; PrintWriter pwout = null; File tabDelimitedDataFile = File.createTempFile("tempTabfile.", ".tab"); // save the temp tab-delimited file in the return ingest object: ingesteddata.setTabDelimitedFile(tabDelimitedDataFile); fileOutTab = new FileOutputStream(tabDelimitedDataFile); pwout = new PrintWriter(new OutputStreamWriter(fileOutTab, "utf8"), true); /* Should we lose this dateFormat thing in 4.0? * the UNF should be calculatable on the app side solely from the data * stored in the tab file and the type information stored the dataVariable * object. * furthermore, the very idea of storing a format entry not just for * every variable, but for every value/observation is a bit strange. * TODO: review and confirm that, in the 3.* implementation, every * entry in dateFormat[nvar][*] is indeed the same - except for the * missing value entries. -- L.A. 4.0 (OK, I got rid of the dateFormat; instead I kinda sorta assume that the format is the same for every value in a column, save for the missing values... like this: dataTable.getDataVariables().get(columnCounter).setFormatSchemaName(ddt.format); BUT, this needs to be reviewed/confirmed etc! */ //String[][] dateFormat = new String[nvar][nobs]; for (int i = 0; i < nobs; i++) { byte[] dataRowBytes = new byte[bytes_per_row]; Object[] dataRow = new Object[nvar]; int nbytes = stream.read(dataRowBytes, 0, bytes_per_row); if (nbytes == 0) { String errorMessage = "reading data: no data were read at(" + i + "th row)"; throw new IOException(errorMessage); } // decoding each row int byte_offset = 0; for (int columnCounter = 0; columnCounter < variableTypes.length; columnCounter++) { Integer varType = variableTypeMap.get(variableTypes[columnCounter]); // 4.0 Check if this is a time/date variable: boolean isDateTimeDatum = false; String formatCategory = dataTable.getDataVariables().get(columnCounter).getFormatCategory(); if (formatCategory != null && (formatCategory.equals("time") || formatCategory.equals("date"))) { isDateTimeDatum = true; } String variableFormat = dateVariableFormats[columnCounter]; switch (varType != null ? varType : 256) { case -5: // Byte case // note: 1 byte signed byte byte_datum = dataRowBytes[byte_offset]; if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column byte =" + byte_datum); } if (byte_datum >= BYTE_MISSING_VALUE) { if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column byte MV=" + byte_datum); } dataRow[columnCounter] = MissingValueForTabDelimitedFile; } else { dataRow[columnCounter] = byte_datum; } byte_offset++; break; case -4: // Stata-int (=java's short: 2byte) case // note: 2-byte signed int, not java's int ByteBuffer int_buffer = ByteBuffer.wrap(dataRowBytes, byte_offset, 2); if (isLittleEndian) { int_buffer.order(ByteOrder.LITTLE_ENDIAN); } short short_datum = int_buffer.getShort(); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column stata int =" + short_datum); } if (short_datum >= INT_MISSIG_VALUE) { if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column stata long missing value=" + short_datum); } dataRow[columnCounter] = MissingValueForTabDelimitedFile; } else { if (isDateTimeDatum) { DecodedDateTime ddt = decodeDateTimeData("short", variableFormat, Short.toString(short_datum)); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row , decodedDateTime " + ddt.decodedDateTime + ", format=" + ddt.format); } dataRow[columnCounter] = ddt.decodedDateTime; //dateFormat[columnCounter][i] = ddt.format; dataTable.getDataVariables().get(columnCounter).setFormat(ddt.format); } else { dataRow[columnCounter] = short_datum; } } byte_offset += 2; break; case -3: // stata-Long (= java's int: 4 byte) case // note: 4-byte singed, not java's long //dbgLog.fine("DATreader: stata long"); ByteBuffer long_buffer = ByteBuffer.wrap(dataRowBytes, byte_offset, 4); if (isLittleEndian) { long_buffer.order(ByteOrder.LITTLE_ENDIAN); } int int_datum = long_buffer.getInt(); if (dbgLog.isLoggable(Level.FINE)) { //dbgLog.fine(i + "-th row " + columnCounter // + "=th column stata long =" + int_datum); } if (int_datum >= LONG_MISSING_VALUE) { if (dbgLog.isLoggable(Level.FINE)) { //dbgLog.fine(i + "-th row " + columnCounter // + "=th column stata long missing value=" + int_datum); } dataRow[columnCounter] = MissingValueForTabDelimitedFile; } else { if (isDateTimeDatum) { DecodedDateTime ddt = decodeDateTimeData("int", variableFormat, Integer.toString(int_datum)); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row , decodedDateTime " + ddt.decodedDateTime + ", format=" + ddt.format); } dataRow[columnCounter] = ddt.decodedDateTime; dataTable.getDataVariables().get(columnCounter).setFormat(ddt.format); } else { dataRow[columnCounter] = int_datum; } } byte_offset += 4; break; case -2: // float case // note: 4-byte ByteBuffer float_buffer = ByteBuffer.wrap(dataRowBytes, byte_offset, 4); if (isLittleEndian) { float_buffer.order(ByteOrder.LITTLE_ENDIAN); } float float_datum = float_buffer.getFloat(); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column float =" + float_datum); } if (FLOAT_MISSING_VALUE_SET.contains(float_datum)) { if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column float missing value=" + float_datum); } dataRow[columnCounter] = MissingValueForTabDelimitedFile; } else { if (isDateTimeDatum) { DecodedDateTime ddt = decodeDateTimeData("float", variableFormat, doubleNumberFormatter.format(float_datum)); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row , decodedDateTime " + ddt.decodedDateTime + ", format=" + ddt.format); } dataRow[columnCounter] = ddt.decodedDateTime; dataTable.getDataVariables().get(columnCounter).setFormat(ddt.format); } else { dataRow[columnCounter] = float_datum; // This may be temporary - but for now (as in, while I'm testing // 4.0 ingest against 3.* ingest, I need to be able to tell if a // floating point value was a single, or double float in the // original STATA file: -- L.A. Jul. 2014 dataTable.getDataVariables().get(columnCounter).setFormat("float"); } } byte_offset += 4; break; case -1: // double case // note: 8-byte ByteBuffer double_buffer = ByteBuffer.wrap(dataRowBytes, byte_offset, 8); if (isLittleEndian) { double_buffer.order(ByteOrder.LITTLE_ENDIAN); } double double_datum = double_buffer.getDouble(); if (DOUBLE_MISSING_VALUE_SET.contains(double_datum)) { if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column double missing value=" + double_datum); } dataRow[columnCounter] = MissingValueForTabDelimitedFile; } else { if (isDateTimeDatum) { DecodedDateTime ddt = decodeDateTimeData("double", variableFormat, doubleNumberFormatter.format(double_datum)); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row , decodedDateTime " + ddt.decodedDateTime + ", format=" + ddt.format); } dataRow[columnCounter] = ddt.decodedDateTime; dataTable.getDataVariables().get(columnCounter).setFormat(ddt.format); } else { dataRow[columnCounter] = doubleNumberFormatter.format(double_datum); } } byte_offset += 8; break; case 0: // String case int strVarLength = StringLengthTable.get(columnCounter); String raw_datum = new String( Arrays.copyOfRange(dataRowBytes, byte_offset, (byte_offset + strVarLength)), "ISO-8859-1"); // TODO: // is it the right thing to do, to default to "ISO-8859-1"? // (it may be; since there's no mechanism for specifying // alternative encodings in Stata, this may be their default; // it just needs to be verified. -- L.A. Jul. 2014) String string_datum = getNullStrippedString(raw_datum); if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column string =" + string_datum); } if (string_datum.isEmpty()) { if (dbgLog.isLoggable(Level.FINER)) { dbgLog.finer(i + "-th row " + columnCounter + "=th column string missing value=" + string_datum); } // TODO: /* Is this really a missing value case? * Or is it an honest empty string? * Is there such a thing as a missing value for a String in Stata? * -- L.A. 4.0 */ dataRow[columnCounter] = MissingValueForTabDelimitedFile; } else { /* * Some special characters, like new lines and tabs need to * be escaped - otherwise they will break our TAB file * structure! * But before we escape anything, all the back slashes * already in the string need to be escaped themselves. */ String escapedString = string_datum.replace("\\", "\\\\"); // escape quotes: escapedString = escapedString.replaceAll("\"", Matcher.quoteReplacement("\\\"")); // escape tabs and new lines: escapedString = escapedString.replaceAll("\t", Matcher.quoteReplacement("\\t")); escapedString = escapedString.replaceAll("\n", Matcher.quoteReplacement("\\n")); escapedString = escapedString.replaceAll("\r", Matcher.quoteReplacement("\\r")); // the escaped version of the string is stored in the tab file // enclosed in double-quotes; this is in order to be able // to differentiate between an empty string (tab-delimited empty string in // double quotes) and a missing value (tab-delimited empty string). // Although the question still remains - is it even possible // to store an empty string, that's not a missing value, in Stata? // - see the comment in the missing value case above. -- L.A. 4.0 dataRow[columnCounter] = "\"" + escapedString + "\""; } byte_offset += strVarLength; break; default: dbgLog.fine("unknown variable type found"); String errorMessage = "unknow variable Type found at data section"; throw new InvalidObjectException(errorMessage); } // switch } // for-columnCounter // Dump the row of data to the tab-delimited file we are producing: pwout.println(StringUtils.join(dataRow, "\t")); if (dbgLog.isLoggable(Level.FINE)) { //dbgLog.fine(i + "-th row's data={" + StringUtils.join(dataRow, ",") + "};"); } } // for- i (row) pwout.close(); if (dbgLog.isLoggable(Level.FINE)) { dbgLog.fine("variableTypes:\n" + Arrays.deepToString(variableTypes)); } dbgLog.fine("DTA Ingest: decodeData(): end."); } private class DecodedDateTime { String format; String decodedDateTime; } private DecodedDateTime decodeDateTimeData(String storageType, String FormatType, String rawDatum) throws IOException { if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("(storageType, FormatType, rawDatum)=(" + storageType + ", " + FormatType + ", " + rawDatum + ")"); /* * Historical note: pseudofunctions, td(), tw(), tm(), tq(), and th() used to be called d(), w(), m(), q(), and h(). Those names still work but are considered anachronisms. */ long milliSeconds; String decodedDateTime = null; String format = null; if (FormatType.matches("^%tc.*")) { // tc is a relatively new format // datum is millisecond-wise milliSeconds = Long.parseLong(rawDatum) + STATA_BIAS_TO_EPOCH; decodedDateTime = sdf_ymdhmsS.format(new Date(milliSeconds)); format = sdf_ymdhmsS.toPattern(); if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("tc: result=" + decodedDateTime + ", format = " + format); } else if (FormatType.matches("^%t?d.*")) { milliSeconds = Long.parseLong(rawDatum) * MILLISECONDS_PER_DAY + STATA_BIAS_TO_EPOCH; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("milliSeconds=" + milliSeconds); decodedDateTime = sdf_ymd.format(new Date(milliSeconds)); format = sdf_ymd.toPattern(); if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("td:" + decodedDateTime + ", format = " + format); } else if (FormatType.matches("^%t?w.*")) { long weekYears = Long.parseLong(rawDatum); long left = Math.abs(weekYears) % 52L; long years; if (weekYears < 0L) { left = 52L - left; if (left == 52L) { left = 0L; } //out.println("left="+left); years = (Math.abs(weekYears) - 1) / 52L + 1L; years *= -1L; } else { years = weekYears / 52L; } String yearString = Long.toString(1960L + years); String dayInYearString = new DecimalFormat("000").format((left * 7) + 1); String yearDayInYearString = yearString + "-" + dayInYearString; Date tempDate = null; try { tempDate = new SimpleDateFormat("yyyy-DDD").parse(yearDayInYearString); } catch (ParseException ex) { throw new IOException(ex); } decodedDateTime = sdf_ymd.format(tempDate.getTime()); format = sdf_ymd.toPattern(); } else if (FormatType.matches("^%t?m.*")) { // month long monthYears = Long.parseLong(rawDatum); long left = Math.abs(monthYears) % 12L; long years; if (monthYears < 0L) { left = 12L - left; //out.println("left="+left); years = (Math.abs(monthYears) - 1) / 12L + 1L; years *= -1L; } else { years = monthYears / 12L; } String month = null; if (left == 12L) { left = 0L; } Long monthdata = (left + 1); month = "-" + twoDigitFormatter.format(monthdata) + "-01"; long year = 1960L + years; String monthYear = Long.toString(year) + month; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("rawDatum=" + rawDatum + ": monthYear=" + monthYear); decodedDateTime = monthYear; format = "yyyy-MM-dd"; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("tm:" + decodedDateTime + ", format:" + format); } else if (FormatType.matches("^%t?q.*")) { // quater long quaterYears = Long.parseLong(rawDatum); long left = Math.abs(quaterYears) % 4L; long years; if (quaterYears < 0L) { left = 4L - left; //out.println("left="+left); years = (Math.abs(quaterYears) - 1) / 4L + 1L; years *= -1L; } else { years = quaterYears / 4L; } String quater = null; if ((left == 0L) || (left == 4L)) { //quater ="q1"; // quater = "-01-01"; } else if (left == 1L) { //quater = "q2"; // quater = "-04-01"; } else if (left == 2L) { //quater = "q3"; // quater = "-07-01"; } else if (left == 3L) { //quater = "q4"; // quater = "-11-01"; } long year = 1960L + years; String quaterYear = Long.toString(year) + quater; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("rawDatum=" + rawDatum + ": quaterYear=" + quaterYear); decodedDateTime = quaterYear; format = "yyyy-MM-dd"; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("tq:" + decodedDateTime + ", format:" + format); } else if (FormatType.matches("^%t?h.*")) { // half year // odd number:2nd half // even number: 1st half long halvesYears = Long.parseLong(rawDatum); long left = Math.abs(halvesYears) % 2L; long years; if (halvesYears < 0L) { years = (Math.abs(halvesYears) - 1) / 2L + 1L; years *= -1L; } else { years = halvesYears / 2L; } String half = null; if (left != 0L) { // odd number => 2nd half: "h2" //half ="h2"; // half = "-07-01"; } else { // even number => 1st half: "h1" //half = "h1"; // half = "-01-01"; } long year = 1960L + years; String halfYear = Long.toString(year) + half; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("rawDatum=" + rawDatum + ": halfYear=" + halfYear); decodedDateTime = halfYear; format = "yyyy-MM-dd"; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("th:" + decodedDateTime + ", format:" + format); } else if (FormatType.matches("^%t?y.*")) { // year type's origin is 0 AD decodedDateTime = rawDatum; format = "yyyy"; if (dbgLog.isLoggable(Level.FINER)) dbgLog.finer("th:" + decodedDateTime); } else { decodedDateTime = rawDatum; format = null; } DecodedDateTime retValue = new DecodedDateTime(); retValue.decodedDateTime = decodedDateTime; retValue.format = format; return retValue; } }