public void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
String keyS = key.toString();
if (keyS.startsWith("O") || keyS.startsWith("P") || keyS.startsWith("S")) {
String sum = new String();
for (Text val : values) {
sum += (" " + val.toString());
}
// String subKey = keyS.substring(0,keyS.length()-1);
// Text t = new Text();
// t.set(subKey);
result.set(sum);
context.write(key, result);
}
if (keyS.startsWith("L")) {
// String [] keyIdS = keyS.substring(1).split("[+]");
result.set(" ");
context.write(key, result);
// String KeyIdS1 = keyIdS[1];
// result.set(KeyIdS1);
// context.write(key, result);
// String KeyIdS2 = keyIdS[2];
// result.set(KeyIdS2);
// context.write(key, result);
}
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String cur_file =
((FileSplit) context.getInputSplit()).getPath().getParent().getParent().getName();
String train_file = context.getConfiguration().get("train_file");
if (cur_file.equals(train_file)) {
StringTokenizer st = new StringTokenizer(value.toString());
String word = st.nextToken();
String f_id = st.nextToken();
myKey.set(word);
myVal.set(f_id);
context.write(myKey, myVal);
} else {
StringTokenizer st = new StringTokenizer(value.toString());
String word = st.nextToken();
String f_id = st.nextToken();
StringBuilder builder = new StringBuilder(dlt);
while (st.hasMoreTokens()) {
String filename = st.nextToken();
String tf_idf = st.nextToken();
builder.append(filename);
builder.append(dlt);
builder.append(tf_idf);
builder.append("\t");
}
myKey.set(word);
myVal.set(builder.toString());
context.write(myKey, myVal);
}
}
public void reduce(Text key, Iterable<IntWritable> values, Context context)
throws IOException, InterruptedException {
int sum = 0;
boolean filtered = true;
String keypair = key.toString();
String[] keys = keypair.split(" ");
if (keys.length == 1) {
filtered = false;
} else {
if (keys[0].equals("*") || keys[1].equals("*")) {
filtered = false;
}
}
if (!filtered) {
for (IntWritable val : values) {
sum += val.get();
}
context.write(key, new IntWritable(sum));
return;
}
for (IntWritable val : values) {
if (val.get() == -1) {
filtered = false;
continue;
}
sum += val.get();
}
// filter non-needed events
if (filtered) return;
context.write(key, new IntWritable(sum));
}
public void reduce(GFKey key, Iterable<PEIWritable> values, Context context)
throws IOException, InterruptedException {
// For a particular key ... process all records and output what we would have expected in this
// concKnownKeys test
// Note that we either
// 1. do a single create
// 2. create + update
// 3. create + destroy
// look at all ops ... and output either
// 1. create
// 2. create (with value from update)
// 3. do nothing (overall result is destroy, so do not create the entry in the gemfire
// validation region
String keyStr = (String) key.getKey();
ValueHolder updateValue = null;
ValueHolder createValue = null;
boolean destroyed = false;
System.out.println("KnownKeysMRv2.reduce() invoked with " + keyStr);
for (PEIWritable value : values) {
PersistedEventImpl event = value.getEvent();
Operation op = event.getOperation();
ValueHolder vh = null;
if (op.isDestroy()) {
destroyed = true;
} else {
try {
vh = (ValueHolder) event.getDeserializedValue();
} catch (ClassNotFoundException e) {
System.out.println(
"KnownKeysMRv2.map() caught " + e + " : " + TestHelper.getStackTrace(e));
}
if (op.isUpdate()) {
updateValue = vh;
} else {
createValue = vh;
}
}
System.out.println(
"KnownKeysMRv2.reduce() record: "
+ op.toString()
+ ": key = "
+ keyStr
+ " and op "
+ op.toString());
}
if (!destroyed) {
if (updateValue != null) {
context.write(key.getKey(), updateValue);
} else {
context.write(key.getKey(), createValue);
}
}
}
public void reduce(LongWritable key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
LongWritable curNodeId = key;
double previousPRValue = 1;
double nextPRValue = 0;
double localResidual = 0;
String edgeListOfCurNode = "";
long localResidualTransformed = 0;
for (Text value : values) {
String[] inputInfo = value.toString().split("\\s+");
// incoming pagerank value
if (inputInfo.length == 1) {
nextPRValue += Double.parseDouble(inputInfo[0]);
}
// current node info
else if (inputInfo.length == 3) {
edgeListOfCurNode = inputInfo[2];
previousPRValue = Double.parseDouble(inputInfo[1]);
} else if (inputInfo.length == 2) {
previousPRValue = Double.parseDouble(inputInfo[1]);
} else {
System.out.println("ERROR: received unexpected TEXT in length");
}
}
if (previousPRValue == 1) System.out.println("No node info has been received by a reducer");
// calculate the pagerank value according to the given formula
nextPRValue = pagerankFormula(nextPRValue);
// should also iterate sink nodes list, add the evenly splitted value
// reducer should store the updated node info(NPR) to output directory
context.write(null, new Text(curNodeId + " " + nextPRValue + " " + edgeListOfCurNode));
// then compare PPR with NPR
try {
localResidual = Math.abs(previousPRValue - nextPRValue) / nextPRValue;
localResidualTransformed = (long) (localResidual * 10000);
// System.out.println("Make sure you got the right transformed residual :
// "+localResidualTransformed);
} catch (ArithmeticException e) {
System.out.println("PPR is zero. Check where you get the value!");
}
// assume there is a global counter called residualCounter;
context.getCounter(myCounter.ResidualCounter.RESIDUAL_SUM).increment(localResidualTransformed);
}
public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {
String file = value.toString();
String[] lines = file.split("\n");
for (String line : lines) {
if (line.contains("<author>") && line.contains("</author>")) {
String author = line.substring(8, line.indexOf("</a"));
word.set(author);
context.write(word, one);
} else if (line.contains("<author>")) {
String author = line.substring(8);
word.set(author);
context.write(word, one);
}
}
}
public void reduce(Text key, Iterable<IntWritable> values, Context context)
throws IOException, InterruptedException {
int sum = 0;
for (IntWritable val : values) {
sum += val.get();
}
context.write(key, new IntWritable(sum));
}
public void reduce(Text key, Iterable<LongWritable> values, Context context)
throws IOException, InterruptedException {
int sum = 0;
for (LongWritable val : values) {
sum += val.get();
}
result.set(sum);
context.write(key, result);
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
StringTokenizer tokenizer = new StringTokenizer(line);
while (tokenizer.hasMoreTokens()) {
word.set(tokenizer.nextToken());
context.write(word, one);
}
}
// Identity mapper (log and write out processed key/value pairs, the value is the
// PersistedEventImpl)
public void map(GFKey key, PersistedEventImpl value, Context context)
throws IOException, InterruptedException {
String keyStr = (String) key.getKey();
Operation op = value.getOperation();
ValueHolder entryValue = null;
System.out.println("map method invoked with " + keyStr + " " + op.toString());
try {
entryValue = (ValueHolder) value.getDeserializedValue();
} catch (ClassNotFoundException e) {
System.out.println("KnownKeysMRv2.map() caught " + e + " : " + TestHelper.getStackTrace(e));
}
context.write(key, new PEIWritable(value));
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
splitposition = line.indexOf("\t");
labels = line.substring(0, splitposition);
content = line.substring(splitposition + 1, line.length());
if (content.length() <= 5) {
word.set(labels);
int counter = Integer.parseInt(content);
context.write(word, new IntWritable(counter));
return;
}
labeltokens = labels.split(",");
contenttokens = tokenizeDoc(content);
for (String label : labelspace) {
for (String token : contenttokens) {
// filter token, denotes the needed events;
word.set(label + " " + token);
context.write(word, new IntWritable(-1));
}
}
}
@Override
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
String[] tokens = line.split("\\s");
String hour = new String();
long numRequests = 0;
if (tokens.length > 4) {
// get the project name field
hour = tokens[4];
// get the number of requests field
numRequests = Long.parseLong(tokens[2]);
// output the key, value pairs where the key is a combination of
// project name and datetime and the value is number of requests
context.write(new Text(hour), new LongWritable(numRequests));
}
}
public void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
String[] pair = new String[2];
int count = 0;
for (Text txt : values) {
pair[count] = txt.toString();
count++;
}
// word exists in training
if (count == 2) {
StringTokenizer st_one, st_two;
if (pair[0].contains(dlt)) {
st_one = new StringTokenizer(pair[1]);
st_two = new StringTokenizer(pair[0]);
} else {
st_one = new StringTokenizer(pair[0]);
st_two = new StringTokenizer(pair[1]);
}
// outputting the data
String f_id = st_one.nextToken();
StringBuilder builder = new StringBuilder(dlt);
builder.append(f_id);
builder.append(dlt);
while (st_two.hasMoreTokens()) {
String filename = st_two.nextToken();
String tf_idf = st_two.nextToken();
builder.append(filename);
builder.append(dlt);
builder.append(tf_idf);
builder.append("\t");
}
myVal.set(builder.toString());
context.write(key, myVal);
}
}
public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
String[] attributes = line.split("[|]");
String tableName = getTableName(line);
if (tableName.equalsIgnoreCase("lineitem")) {
word.set(
"LO"
+ attributes[0]
+ "+P"
+ attributes[1]
+ "+S"
+ attributes[2]); // orderkey+partkey+supplykey
Text v = new Text(" ");
context.write(word, v);
} else if (tableName.equalsIgnoreCase("supplier")) {
if (line.contains(k2)) {
Text v = new Text(attributes[6]);
word.set("S" + attributes[0] + "A");
context.write(word, v);
word.set("S" + attributes[0] + "B");
context.write(word, v);
word.set("S" + attributes[0] + "C");
context.write(word, v);
word.set("S" + attributes[0] + "D");
context.write(word, v);
}
} else if (tableName.equalsIgnoreCase("part")) {
if (line.contains(k1)) {
Text v =
new Text(
attributes[1] + " " + attributes[4] + " " + attributes[6] + " " + attributes[8]);
word.set("P" + attributes[0] + "A");
context.write(word, v);
word.set("P" + attributes[0] + "B");
context.write(word, v);
word.set("P" + attributes[0] + "C");
context.write(word, v);
word.set("P" + attributes[0] + "D");
context.write(word, v);
}
} else if (tableName.equalsIgnoreCase("order")) {
if (line.contains(k0)) {
Text v = new Text(attributes[8]);
word.set("O" + attributes[0] + "A");
context.write(word, v);
word.set("O" + attributes[0] + "B");
context.write(word, v);
word.set("O" + attributes[0] + "C");
context.write(word, v);
word.set("O" + attributes[0] + "D");
context.write(word, v);
}
} else {
}
}
public void reduce(Text key, Iterable<IntWritable> values, Context context)
throws IOException, InterruptedException {
context.write(key, new IntWritable(0));
}
